House_Price_Predication_Project

Project_Goal

Predict the price of a house by its features. If you are a buyer or sellor of the house, so supervised machine learning algorithms can help you to predict the price of the house just providing features of the target house.

import numpy as np 
import pandas as pd
import matplotlib.pyplot as plt
import matplotlib as mpl
import seaborn as sns
import warnings
warnings.filterwarnings("ignore")

train1=pd.read_csv(r"C:\Users\TEST\Property_Price_Train.csv")
train1

	Id	Building_Class	Zoning_Class	Lot_Extent	Lot_Size	Road_Type	Lane_Type	Property_Shape	Land_Outline	Utility_Type	...	Pool_Area	Pool_Quality	Fence_Quality	Miscellaneous_Feature	Miscellaneous_Value	Month_Sold	Year_Sold	Sale_Type	Sale_Condition	Sale_Price
0	1	60	RLD	65.0	8450	Paved	NaN	Reg	Lvl	AllPub	...	0	NaN	NaN	NaN	0	2	2008	WD	Normal	208500
1	2	20	RLD	80.0	9600	Paved	NaN	Reg	Lvl	AllPub	...	0	NaN	NaN	NaN	0	5	2007	WD	Normal	181500
2	3	60	RLD	68.0	11250	Paved	NaN	IR1	Lvl	AllPub	...	0	NaN	NaN	NaN	0	9	2008	WD	Normal	223500
3	4	70	RLD	60.0	9550	Paved	NaN	IR1	Lvl	AllPub	...	0	NaN	NaN	NaN	0	2	2006	WD	Abnorml	140000
4	5	60	RLD	84.0	14260	Paved	NaN	IR1	Lvl	AllPub	...	0	NaN	NaN	NaN	0	12	2008	WD	Normal	250000
...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...
1454	1455	20	FVR	62.0	7500	Paved	Paved	Reg	Lvl	AllPub	...	0	NaN	NaN	NaN	0	10	2009	WD	Normal	185000
1455	1456	60	RLD	62.0	7917	Paved	NaN	Reg	Lvl	AllPub	...	0	NaN	NaN	NaN	0	8	2007	WD	Normal	175000
1456	1457	20	RLD	85.0	13175	Paved	NaN	Reg	Lvl	AllPub	...	0	NaN	MnPrv	NaN	0	2	2010	WD	Normal	210000
1457	1458	70	RLD	66.0	9042	Paved	NaN	Reg	Lvl	AllPub	...	0	NaN	GdPrv	Shed	2500	5	2010	WD	Normal	266500
1458	1459	20	RLD	68.0	9717	Paved	NaN	Reg	Lvl	AllPub	...	0	NaN	NaN	NaN	0	4	2010	WD	Normal	142125

1459 rows × 81 columns

train1.shape

(1459, 81)

train1.describe()

	Id	Building_Class	Lot_Extent	Lot_Size	Overall_Material	House_Condition	Construction_Year	Remodel_Year	Brick_Veneer_Area	BsmtFinSF1	...	W_Deck_Area	Open_Lobby_Area	Enclosed_Lobby_Area	Three_Season_Lobby_Area	Screen_Lobby_Area	Pool_Area	Miscellaneous_Value	Month_Sold	Year_Sold	Sale_Price
count	1459.000000	1459.000000	1200.000000	1459.000000	1459.000000	1459.000000	1459.000000	1459.000000	1451.00000	1459.000000	...	1459.000000	1459.000000	1459.000000	1459.000000	1459.000000	1459.000000	1459.000000	1459.000000	1459.000000	1459.000000
mean	730.000000	56.922550	70.045833	10517.225497	6.100069	5.575051	1971.272104	1984.879369	103.75672	443.374914	...	93.015667	47.811902	24.580227	3.411926	15.071282	2.760795	43.518849	6.322138	2007.815627	180944.102810
std	421.321334	42.304033	24.294456	9984.675721	1.383171	1.113125	30.212814	20.645927	181.10815	456.142186	...	124.796682	67.467586	61.353507	29.327247	55.775138	40.191018	496.291826	2.704540	1.328542	79464.918335
min	1.000000	20.000000	21.000000	1300.000000	1.000000	1.000000	1872.000000	1950.000000	0.00000	0.000000	...	-338.112031	-187.149958	-164.807386	0.000000	0.000000	0.000000	0.000000	1.000000	2006.000000	34900.000000
25%	365.500000	20.000000	59.000000	7549.000000	5.000000	5.000000	1954.000000	1967.000000	0.00000	0.000000	...	9.656026	1.843186	-16.807302	0.000000	0.000000	0.000000	0.000000	5.000000	2007.000000	129950.000000
50%	730.000000	50.000000	69.000000	9477.000000	6.000000	5.000000	1973.000000	1994.000000	0.00000	383.000000	...	92.803628	46.837919	25.026953	0.000000	0.000000	0.000000	0.000000	6.000000	2008.000000	163000.000000
75%	1094.500000	70.000000	80.000000	11603.000000	7.000000	6.000000	2000.000000	2004.000000	166.00000	712.000000	...	180.335986	96.523486	66.237591	0.000000	0.000000	0.000000	0.000000	8.000000	2009.000000	214000.000000
max	1459.000000	190.000000	313.000000	215245.000000	10.000000	9.000000	2010.000000	2010.000000	1600.00000	5644.000000	...	572.298709	255.362547	225.762714	508.000000	480.000000	738.000000	15500.000000	12.000000	2010.000000	755000.000000

8 rows × 38 columns

int_features =train1.select_dtypes(include=["int64"]).columns 
print("Total Number of integer features : ", int_features.shape[0])
print("integer features names:", int_features.tolist())
float_features =train1.select_dtypes(include=["float64"]).columns 
print("Total Number of floating  features : ", float_features.shape[0])
print("floating features names:", float_features.tolist())
cat_features =train1.select_dtypes(include=["object"]).columns 
print("Total Number of catagorical  features : ", cat_features.shape[0])
print("catagorical features names:", cat_features.tolist())

Total Number of integer features :  31
integer features names: ['Id', 'Building_Class', 'Lot_Size', 'Overall_Material', 'House_Condition', 'Construction_Year', 'Remodel_Year', 'BsmtFinSF1', 'BsmtFinSF2', 'BsmtUnfSF', 'Total_Basement_Area', 'First_Floor_Area', 'Second_Floor_Area', 'LowQualFinSF', 'Grade_Living_Area', 'Underground_Full_Bathroom', 'Underground_Half_Bathroom', 'Full_Bathroom_Above_Grade', 'Half_Bathroom_Above_Grade', 'Bedroom_Above_Grade', 'Kitchen_Above_Grade', 'Rooms_Above_Grade', 'Fireplaces', 'Garage_Size', 'Three_Season_Lobby_Area', 'Screen_Lobby_Area', 'Pool_Area', 'Miscellaneous_Value', 'Month_Sold', 'Year_Sold', 'Sale_Price']
Total Number of floating  features :  7
floating features names: ['Lot_Extent', 'Brick_Veneer_Area', 'Garage_Built_Year', 'Garage_Area', 'W_Deck_Area', 'Open_Lobby_Area', 'Enclosed_Lobby_Area']
Total Number of catagorical  features :  43
catagorical features names: ['Zoning_Class', 'Road_Type', 'Lane_Type', 'Property_Shape', 'Land_Outline', 'Utility_Type', 'Lot_Configuration', 'Property_Slope', 'Neighborhood', 'Condition1', 'Condition2', 'House_Type', 'House_Design', 'Roof_Design', 'Roof_Quality', 'Exterior1st', 'Exterior2nd', 'Brick_Veneer_Type', 'Exterior_Material', 'Exterior_Condition', 'Foundation_Type', 'Basement_Height', 'Basement_Condition', 'Exposure_Level', 'BsmtFinType1', 'BsmtFinType2', 'Heating_Type', 'Heating_Quality', 'Air_Conditioning', 'Electrical_System', 'Kitchen_Quality', 'Functional_Rate', 'Fireplace_Quality', 'Garage', 'Garage_Finish_Year', 'Garage_Quality', 'Garage_Condition', 'Pavedd_Drive', 'Pool_Quality', 'Fence_Quality', 'Miscellaneous_Feature', 'Sale_Type', 'Sale_Condition']

train2=train1.copy()
train2.shape

(1459, 81)

Visualise Null/Missing Values

pd.set_option("display.max_rows",None)
pd.set_option("display.max_columns",None)
train2.isnull().sum()

Id                              0
Building_Class                  0
Zoning_Class                    0
Lot_Extent                    259
Lot_Size                        0
Road_Type                       0
Lane_Type                    1368
Property_Shape                  0
Land_Outline                    0
Utility_Type                    0
Lot_Configuration               0
Property_Slope                  0
Neighborhood                    0
Condition1                      0
Condition2                      0
House_Type                      0
House_Design                    0
Overall_Material                0
House_Condition                 0
Construction_Year               0
Remodel_Year                    0
Roof_Design                     0
Roof_Quality                    0
Exterior1st                     0
Exterior2nd                     0
Brick_Veneer_Type               8
Brick_Veneer_Area               8
Exterior_Material               0
Exterior_Condition              0
Foundation_Type                 0
Basement_Height                37
Basement_Condition             37
Exposure_Level                 38
BsmtFinType1                   37
BsmtFinSF1                      0
BsmtFinType2                   38
BsmtFinSF2                      0
BsmtUnfSF                       0
Total_Basement_Area             0
Heating_Type                    0
Heating_Quality                 0
Air_Conditioning                0
Electrical_System               1
First_Floor_Area                0
Second_Floor_Area               0
LowQualFinSF                    0
Grade_Living_Area               0
Underground_Full_Bathroom       0
Underground_Half_Bathroom       0
Full_Bathroom_Above_Grade       0
Half_Bathroom_Above_Grade       0
Bedroom_Above_Grade             0
Kitchen_Above_Grade             0
Kitchen_Quality                 0
Rooms_Above_Grade               0
Functional_Rate                 0
Fireplaces                      0
Fireplace_Quality             689
Garage                         81
Garage_Built_Year              81
Garage_Finish_Year             81
Garage_Size                     0
Garage_Area                     0
Garage_Quality                 81
Garage_Condition               81
Pavedd_Drive                    0
W_Deck_Area                     0
Open_Lobby_Area                 0
Enclosed_Lobby_Area             0
Three_Season_Lobby_Area         0
Screen_Lobby_Area               0
Pool_Area                       0
Pool_Quality                 1452
Fence_Quality                1178
Miscellaneous_Feature        1405
Miscellaneous_Value             0
Month_Sold                      0
Year_Sold                       0
Sale_Type                       0
Sale_Condition                  0
Sale_Price                      0
dtype: int64

plt.figure(figsize=(16,9))
sns.heatmap(train2.isnull())
plt.savefig("TR_IM/heatmap_train2_of_nulll_values")

null_var=train2.isnull().sum()/train2.shape[0]*100
null_var

Id                            0.000000
Building_Class                0.000000
Zoning_Class                  0.000000
Lot_Extent                   17.751885
Lot_Size                      0.000000
Road_Type                     0.000000
Lane_Type                    93.762851
Property_Shape                0.000000
Land_Outline                  0.000000
Utility_Type                  0.000000
Lot_Configuration             0.000000
Property_Slope                0.000000
Neighborhood                  0.000000
Condition1                    0.000000
Condition2                    0.000000
House_Type                    0.000000
House_Design                  0.000000
Overall_Material              0.000000
House_Condition               0.000000
Construction_Year             0.000000
Remodel_Year                  0.000000
Roof_Design                   0.000000
Roof_Quality                  0.000000
Exterior1st                   0.000000
Exterior2nd                   0.000000
Brick_Veneer_Type             0.548321
Brick_Veneer_Area             0.548321
Exterior_Material             0.000000
Exterior_Condition            0.000000
Foundation_Type               0.000000
Basement_Height               2.535984
Basement_Condition            2.535984
Exposure_Level                2.604524
BsmtFinType1                  2.535984
BsmtFinSF1                    0.000000
BsmtFinType2                  2.604524
BsmtFinSF2                    0.000000
BsmtUnfSF                     0.000000
Total_Basement_Area           0.000000
Heating_Type                  0.000000
Heating_Quality               0.000000
Air_Conditioning              0.000000
Electrical_System             0.068540
First_Floor_Area              0.000000
Second_Floor_Area             0.000000
LowQualFinSF                  0.000000
Grade_Living_Area             0.000000
Underground_Full_Bathroom     0.000000
Underground_Half_Bathroom     0.000000
Full_Bathroom_Above_Grade     0.000000
Half_Bathroom_Above_Grade     0.000000
Bedroom_Above_Grade           0.000000
Kitchen_Above_Grade           0.000000
Kitchen_Quality               0.000000
Rooms_Above_Grade             0.000000
Functional_Rate               0.000000
Fireplaces                    0.000000
Fireplace_Quality            47.224126
Garage                        5.551748
Garage_Built_Year             5.551748
Garage_Finish_Year            5.551748
Garage_Size                   0.000000
Garage_Area                   0.000000
Garage_Quality                5.551748
Garage_Condition              5.551748
Pavedd_Drive                  0.000000
W_Deck_Area                   0.000000
Open_Lobby_Area               0.000000
Enclosed_Lobby_Area           0.000000
Three_Season_Lobby_Area       0.000000
Screen_Lobby_Area             0.000000
Pool_Area                     0.000000
Pool_Quality                 99.520219
Fence_Quality                80.740233
Miscellaneous_Feature        96.298835
Miscellaneous_Value           0.000000
Month_Sold                    0.000000
Year_Sold                     0.000000
Sale_Type                     0.000000
Sale_Condition                0.000000
Sale_Price                    0.000000
dtype: float64

null_var[null_var>17].keys()

Index(['Lot_Extent', 'Lane_Type', 'Fireplace_Quality', 'Pool_Quality',
       'Fence_Quality', 'Miscellaneous_Feature'],
      dtype='object')

train2=train2.drop(["Lane_Type","Fireplace_Quality","Pool_Quality","Fence_Quality","Miscellaneous_Feature"],axis=1)
train2

	Id	Building_Class	Zoning_Class	Lot_Extent	Lot_Size	Road_Type	Property_Shape	Land_Outline	Utility_Type	Lot_Configuration	Property_Slope	Neighborhood	Condition1	Condition2	House_Type	House_Design	Overall_Material	House_Condition	Construction_Year	Remodel_Year	Roof_Design	Roof_Quality	Exterior1st	Exterior2nd	Brick_Veneer_Type	Brick_Veneer_Area	Exterior_Material	Exterior_Condition	Foundation_Type	Basement_Height	Basement_Condition	Exposure_Level	BsmtFinType1	BsmtFinSF1	BsmtFinType2	BsmtFinSF2	BsmtUnfSF	Total_Basement_Area	Heating_Type	Heating_Quality	Air_Conditioning	Electrical_System	First_Floor_Area	Second_Floor_Area	LowQualFinSF	Grade_Living_Area	Underground_Full_Bathroom	Underground_Half_Bathroom	Full_Bathroom_Above_Grade	Half_Bathroom_Above_Grade	Bedroom_Above_Grade	Kitchen_Above_Grade	Kitchen_Quality	Rooms_Above_Grade	Functional_Rate	Fireplaces	Garage	Garage_Built_Year	Garage_Finish_Year	Garage_Size	Garage_Area	Garage_Quality	Garage_Condition	Pavedd_Drive	W_Deck_Area	Open_Lobby_Area	Enclosed_Lobby_Area	Three_Season_Lobby_Area	Screen_Lobby_Area	Pool_Area	Miscellaneous_Value	Month_Sold	Year_Sold	Sale_Type	Sale_Condition	Sale_Price
0	1	60	RLD	65.0	8450	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2003	2003	Gable	SS	VinylSd	VinylSd	BrkFace	196.0	Gd	TA	PC	Gd	TA	No	GLQ	706	Unf	0	150	856	GasA	Ex	Y	SBrkr	856	854	0	1710	1	0	2	1	3	1	Gd	8	TF	0	Attchd	2003.0	RFn	2	1085.793744	TA	TA	Y	163.788080	69.596115	20.337934	0	0	0	0	2	2008	WD	Normal	208500
1	2	20	RLD	80.0	9600	Paved	Reg	Lvl	AllPub	FR2P	GS	Veenker	Feedr	Norm	1Fam	1Story	6	8	1976	1976	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	Gd	TA	Gd	ALQ	978	Unf	0	284	1262	GasA	Ex	Y	SBrkr	1262	0	0	1262	0	1	2	0	3	1	TA	6	TF	1	Attchd	1976.0	RFn	2	196.316304	TA	TA	Y	198.900074	74.716033	15.039392	0	0	0	0	5	2007	WD	Normal	181500
2	3	60	RLD	68.0	11250	Paved	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2001	2002	Gable	SS	VinylSd	VinylSd	BrkFace	162.0	Gd	TA	PC	Gd	TA	Mn	GLQ	486	Unf	0	434	920	GasA	Ex	Y	SBrkr	920	866	0	1786	1	0	2	1	3	1	Gd	6	TF	1	Attchd	2001.0	RFn	2	218.068403	TA	TA	Y	26.127533	32.085268	-46.232198	0	0	0	0	9	2008	WD	Normal	223500
3	4	70	RLD	60.0	9550	Paved	IR1	Lvl	AllPub	C	GS	Crawfor	Norm	Norm	1Fam	2Story	7	5	1915	1970	Gable	SS	Wd Sdng	Wd Shng	None	0.0	TA	TA	BT	TA	Gd	No	ALQ	216	Unf	0	540	756	GasA	Gd	Y	SBrkr	961	756	0	1717	1	0	1	0	3	1	Gd	7	TF	1	Detchd	1998.0	Unf	3	696.996439	TA	TA	Y	46.948018	40.181415	60.921821	0	0	0	0	2	2006	WD	Abnorml	140000
4	5	60	RLD	84.0	14260	Paved	IR1	Lvl	AllPub	FR2P	GS	NoRidge	Norm	Norm	1Fam	2Story	8	5	2000	2000	Gable	SS	VinylSd	VinylSd	BrkFace	350.0	Gd	TA	PC	Gd	TA	Av	GLQ	655	Unf	0	490	1145	GasA	Ex	Y	SBrkr	1145	1053	0	2198	1	0	2	1	4	1	Gd	9	TF	1	Attchd	2000.0	RFn	3	568.859882	TA	TA	Y	-10.626105	20.755323	21.788818	0	0	0	0	12	2008	WD	Normal	250000
5	6	50	RLD	85.0	14115	Paved	IR1	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	1.5Fin	5	5	1993	1995	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	W	Gd	TA	No	GLQ	732	Unf	0	64	796	GasA	Ex	Y	SBrkr	796	566	0	1362	1	0	1	1	1	1	TA	5	TF	0	Attchd	1993.0	Unf	2	703.481359	TA	TA	Y	0.621402	36.740335	70.350362	320	0	0	700	10	2009	WD	Normal	143000
6	7	20	RLD	75.0	10084	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	8	5	2004	2005	Gable	SS	VinylSd	VinylSd	Stone	186.0	Gd	TA	PC	Ex	TA	Av	GLQ	1369	Unf	0	317	1686	GasA	Ex	Y	SBrkr	1694	0	0	1694	1	0	2	0	3	1	Gd	7	TF	1	Attchd	2004.0	RFn	2	555.415694	TA	TA	Y	39.047177	118.613457	-7.064622	0	0	0	0	8	2007	WD	Normal	307000
7	8	60	RLD	NaN	10382	Paved	IR1	Lvl	AllPub	C	GS	NWAmes	PosN	Norm	1Fam	2Story	7	6	1973	1973	Gable	SS	HdBoard	HdBoard	Stone	240.0	TA	TA	CB	Gd	TA	Mn	ALQ	859	BLQ	32	216	1107	GasA	Ex	Y	SBrkr	1107	983	0	2090	1	0	2	1	3	1	TA	7	TF	2	Attchd	1973.0	RFn	2	737.632993	TA	TA	Y	201.101046	150.621507	76.923944	0	0	0	350	11	2009	WD	Normal	200000
8	9	50	RMD	51.0	6120	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Artery	Norm	1Fam	1.5Fin	7	5	1931	1950	Gable	SS	BrkFace	Wd Shng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	952	952	GasA	Gd	Y	FuseF	1022	752	0	1774	0	0	2	0	2	2	TA	8	MD1	2	Detchd	1931.0	Unf	2	424.620043	Fa	TA	Y	-24.044684	57.933986	78.563161	0	0	0	0	4	2008	WD	Abnorml	129900
9	10	190	RLD	50.0	7420	Paved	Reg	Lvl	AllPub	C	GS	BrkSide	Artery	Artery	2fmCon	1.5Unf	5	6	1939	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	TA	No	GLQ	851	Unf	0	140	991	GasA	Ex	Y	SBrkr	1077	0	0	1077	1	0	1	0	2	2	TA	5	TF	2	Attchd	1939.0	RFn	1	632.539240	Gd	TA	Y	31.123219	59.827696	57.757631	0	0	0	0	1	2008	WD	Normal	118000
10	11	20	RLD	70.0	11200	Paved	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	5	1965	1965	Hip	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	Rec	906	Unf	0	134	1040	GasA	Ex	Y	SBrkr	1040	0	0	1040	1	0	1	0	3	1	TA	5	TF	0	Detchd	1965.0	Unf	1	724.509882	TA	TA	Y	185.564715	22.519851	30.478397	0	0	0	0	2	2008	WD	Normal	129500
11	12	60	RLD	85.0	11924	Paved	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	2Story	9	5	2005	2006	Hip	SS	WdShing	Wd Shng	Stone	286.0	Ex	TA	PC	Ex	TA	No	GLQ	998	Unf	0	177	1175	GasA	Ex	Y	SBrkr	1182	1142	0	2324	1	0	3	0	4	1	Ex	11	TF	2	BuiltIn	2005.0	Fin	3	1004.528225	TA	TA	Y	141.036757	23.533718	103.990776	0	0	0	0	7	2006	New	Partial	345000
12	13	20	RLD	NaN	12968	Paved	IR2	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	6	1962	1962	Hip	SS	HdBoard	Plywood	None	0.0	TA	TA	CB	TA	TA	No	ALQ	737	Unf	0	175	912	GasA	TA	Y	SBrkr	912	0	0	912	1	0	1	0	2	1	TA	4	TF	0	Detchd	1962.0	Unf	1	450.890177	TA	TA	Y	129.053257	98.369624	19.654410	0	176	0	0	9	2008	WD	Normal	144000
13	14	20	RLD	91.0	10652	Paved	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2006	2007	Gable	SS	VinylSd	VinylSd	Stone	306.0	Gd	TA	PC	Gd	TA	Av	Unf	0	Unf	0	1494	1494	GasA	Ex	Y	SBrkr	1494	0	0	1494	0	0	2	0	3	1	Gd	7	TF	1	Attchd	2006.0	RFn	3	520.909729	TA	TA	Y	183.650980	-14.203250	75.125931	0	0	0	0	8	2007	New	Partial	279500
14	15	20	RLD	NaN	10920	Paved	IR1	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	6	5	1960	1960	Hip	SS	MetalSd	MetalSd	BrkFace	212.0	TA	TA	CB	TA	TA	No	BLQ	733	Unf	0	520	1253	GasA	TA	Y	SBrkr	1253	0	0	1253	1	0	1	1	2	1	TA	5	TF	1	Attchd	1960.0	RFn	1	690.004706	TA	TA	Y	199.914549	6.475976	100.205972	0	0	0	0	5	2008	WD	Normal	157000
15	16	45	RMD	51.0	6120	Paved	Reg	Lvl	AllPub	C	GS	BrkSide	Norm	Norm	1Fam	1.5Unf	7	8	1929	2001	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	832	832	GasA	Ex	Y	FuseA	854	0	0	854	0	0	1	0	2	1	TA	5	TF	0	Detchd	1991.0	Unf	2	620.143245	TA	TA	Y	34.684125	105.163413	-58.762360	0	0	0	0	7	2007	WD	Normal	132000
16	17	20	RLD	NaN	11241	Paved	IR1	Lvl	AllPub	CulDSac	GS	NAmes	Norm	Norm	1Fam	1Story	6	7	1970	1970	Gable	SS	Wd Sdng	Wd Sdng	BrkFace	180.0	TA	TA	CB	TA	TA	No	ALQ	578	Unf	0	426	1004	GasA	Ex	Y	SBrkr	1004	0	0	1004	1	0	1	0	2	1	TA	5	TF	1	Attchd	1970.0	Fin	2	506.333575	TA	TA	Y	195.926552	154.382283	119.542437	0	0	0	700	3	2010	WD	Normal	149000
17	18	90	RLD	72.0	10791	Paved	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	Duplex	1Story	4	5	1967	1967	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	SL	NaN	NaN	NaN	NaN	0	NaN	0	0	0	GasA	TA	Y	SBrkr	1296	0	0	1296	0	0	2	0	2	2	TA	6	TF	0	CarPort	1967.0	Unf	2	200.203887	TA	TA	Y	114.159131	4.615600	-13.433509	0	0	0	500	10	2006	WD	Normal	90000
18	19	20	RLD	66.0	13695	Paved	Reg	Lvl	AllPub	I	GS	SawyerW	RRAe	Norm	1Fam	1Story	5	5	2004	2004	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	TA	TA	No	GLQ	646	Unf	0	468	1114	GasA	Ex	Y	SBrkr	1114	0	0	1114	1	0	1	1	3	1	Gd	6	TF	0	Detchd	2004.0	Unf	2	425.825400	TA	TA	Y	88.650284	40.701852	-20.468547	0	0	0	0	6	2008	WD	Normal	159000
19	20	20	RLD	70.0	7560	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1958	1965	Hip	SS	BrkFace	Plywood	None	0.0	TA	TA	CB	TA	TA	No	LwQ	504	Unf	0	525	1029	GasA	TA	Y	SBrkr	1339	0	0	1339	0	0	1	0	3	1	TA	6	MD1	0	Attchd	1958.0	Unf	1	371.162160	TA	TA	Y	141.062720	146.374343	47.206992	0	0	0	0	5	2009	COD	Abnorml	139000
20	21	60	RLD	101.0	14215	Paved	IR1	Lvl	AllPub	C	GS	NridgHt	Norm	Norm	1Fam	2Story	8	5	2005	2006	Gable	SS	VinylSd	VinylSd	BrkFace	380.0	Gd	TA	PC	Ex	TA	Av	Unf	0	Unf	0	1158	1158	GasA	Ex	Y	SBrkr	1158	1218	0	2376	0	0	3	1	4	1	Gd	9	TF	1	BuiltIn	2005.0	RFn	3	310.453972	TA	TA	Y	-143.043667	-9.930688	52.136593	0	0	0	0	11	2006	New	Partial	325300
21	22	45	RMD	57.0	7449	Paved	Reg	Bnk	AllPub	I	GS	IDOTRR	Norm	Norm	1Fam	1.5Unf	7	7	1930	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	PC	TA	TA	No	Unf	0	Unf	0	637	637	GasA	Ex	Y	FuseF	1108	0	0	1108	0	0	1	0	3	1	Gd	6	TF	1	Attchd	1930.0	Unf	1	424.248641	TA	TA	N	33.626708	-55.035381	-19.392093	0	0	0	0	6	2007	WD	Normal	139400
22	23	20	RLD	75.0	9742	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	8	5	2002	2002	Hip	SS	VinylSd	VinylSd	BrkFace	281.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	1777	1777	GasA	Ex	Y	SBrkr	1795	0	0	1795	0	0	2	0	3	1	Gd	7	TF	1	Attchd	2002.0	RFn	2	360.783209	TA	TA	Y	94.328411	-143.853710	5.708471	0	0	0	0	9	2008	WD	Normal	230000
23	24	120	RMD	44.0	4224	Paved	Reg	Lvl	AllPub	I	GS	MeadowV	Norm	Norm	TwnhsE	1Story	5	7	1976	1976	Gable	SS	CemntBd	CmentBd	None	0.0	TA	TA	PC	Gd	TA	No	GLQ	840	Unf	0	200	1040	GasA	TA	Y	SBrkr	1060	0	0	1060	1	0	1	0	3	1	TA	6	TF	1	Attchd	1976.0	Unf	2	335.767253	TA	TA	Y	-116.956767	-29.982228	135.504072	0	0	0	0	6	2007	WD	Normal	129900
24	25	20	RLD	NaN	8246	Paved	IR1	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	8	1968	2001	Gable	SS	Plywood	Plywood	None	0.0	TA	Gd	CB	TA	TA	Mn	Rec	188	ALQ	668	204	1060	GasA	Ex	Y	SBrkr	1060	0	0	1060	1	0	1	0	3	1	Gd	6	TF	1	Attchd	1968.0	Unf	1	603.217539	TA	TA	Y	120.924036	30.573588	16.232561	0	0	0	0	5	2010	WD	Normal	154000
25	26	20	RLD	110.0	14230	Paved	Reg	Lvl	AllPub	C	GS	NridgHt	Norm	Norm	1Fam	1Story	8	5	2007	2007	Gable	SS	VinylSd	VinylSd	Stone	640.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	1566	1566	GasA	Ex	Y	SBrkr	1600	0	0	1600	0	0	2	0	3	1	Gd	7	TF	1	Attchd	2007.0	RFn	3	750.869337	TA	TA	Y	104.552285	30.299500	2.502045	0	0	0	0	7	2009	WD	Normal	256300
26	27	20	RLD	60.0	7200	Paved	Reg	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1951	2000	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	Mn	BLQ	234	Rec	486	180	900	GasA	TA	Y	SBrkr	900	0	0	900	0	1	1	0	3	1	Gd	5	TF	0	Detchd	2005.0	Unf	2	685.330199	TA	TA	Y	-4.995048	49.715385	-14.667328	0	0	0	0	5	2010	WD	Normal	134800
27	28	20	RLD	98.0	11478	Paved	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	1Story	8	5	2007	2008	Gable	SS	VinylSd	VinylSd	Stone	200.0	Gd	TA	PC	Ex	TA	No	GLQ	1218	Unf	0	486	1704	GasA	Ex	Y	SBrkr	1704	0	0	1704	1	0	2	0	3	1	Gd	7	TF	1	Attchd	2008.0	RFn	3	568.564476	TA	TA	Y	99.744860	25.698776	108.289273	0	0	0	0	5	2010	WD	Normal	306000
28	29	20	RLD	47.0	16321	Paved	IR1	Lvl	AllPub	CulDSac	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1957	1997	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	Gd	BLQ	1277	Unf	0	207	1484	GasA	TA	Y	SBrkr	1600	0	0	1600	1	0	1	0	2	1	TA	6	TF	2	Attchd	1957.0	RFn	1	804.643306	TA	TA	Y	162.292667	-111.552486	30.667814	0	0	0	0	12	2006	WD	Normal	207500
29	30	30	RMD	60.0	6324	Paved	IR1	Lvl	AllPub	I	GS	BrkSide	Feedr	RRNn	1Fam	1Story	4	6	1927	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	520	520	GasA	Fa	N	SBrkr	520	0	0	520	0	0	1	0	1	1	Fa	4	TF	0	Detchd	1920.0	Unf	1	563.256140	Fa	TA	Y	150.473330	-76.901359	90.370002	0	0	0	0	5	2008	WD	Normal	68500
30	31	70	Commer	50.0	8500	Paved	Reg	Lvl	AllPub	I	GS	IDOTRR	Feedr	Norm	1Fam	2Story	4	4	1920	1950	Gambrel	SS	BrkFace	BrkFace	None	0.0	TA	Fa	BT	TA	TA	No	Unf	0	Unf	0	649	649	GasA	TA	N	SBrkr	649	668	0	1317	0	0	1	0	3	1	TA	6	TF	0	Detchd	1920.0	Unf	1	777.283640	TA	Fa	N	129.506954	23.748703	95.950542	0	0	0	0	7	2008	WD	Normal	40000
31	32	20	RLD	NaN	8544	Paved	IR1	Lvl	AllPub	CulDSac	GS	Sawyer	Norm	Norm	1Fam	1Story	5	6	1966	2006	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	1228	1228	GasA	Gd	Y	SBrkr	1228	0	0	1228	0	0	1	1	3	1	Gd	6	TF	0	Attchd	1966.0	Unf	1	442.210413	TA	TA	Y	111.147300	38.756003	-125.229933	0	0	0	0	6	2008	WD	Normal	149350
32	33	20	RLD	85.0	11049	Paved	Reg	Lvl	AllPub	C	GS	CollgCr	Norm	Norm	1Fam	1Story	8	5	2007	2007	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Ex	TA	Av	Unf	0	Unf	0	1234	1234	GasA	Ex	Y	SBrkr	1234	0	0	1234	0	0	2	0	3	1	Gd	7	TF	0	Attchd	2007.0	RFn	2	413.816149	TA	TA	Y	142.097275	66.965848	77.116274	0	0	0	0	1	2008	WD	Normal	179900
33	34	20	RLD	70.0	10552	Paved	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1959	1959	Hip	SS	BrkFace	BrkFace	None	0.0	TA	TA	CB	TA	TA	No	Rec	1018	Unf	0	380	1398	GasA	Gd	Y	SBrkr	1700	0	0	1700	0	1	1	1	4	1	Gd	6	TF	1	Attchd	1959.0	RFn	2	593.481992	TA	TA	Y	147.675233	82.568804	-1.277729	0	0	0	0	4	2010	WD	Normal	165500
34	35	120	RLD	60.0	7313	Paved	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	TwnhsE	1Story	9	5	2005	2005	Hip	SS	MetalSd	MetalSd	BrkFace	246.0	Ex	TA	PC	Ex	TA	No	GLQ	1153	Unf	0	408	1561	GasA	Ex	Y	SBrkr	1561	0	0	1561	1	0	2	0	2	1	Ex	6	TF	1	Attchd	2005.0	Fin	2	419.748359	TA	TA	Y	-48.337197	29.850315	58.004304	0	0	0	0	8	2007	WD	Normal	277500
35	36	60	RLD	108.0	13418	Paved	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	2Story	8	5	2004	2005	Gable	SS	VinylSd	VinylSd	Stone	132.0	Gd	TA	PC	Ex	TA	Av	Unf	0	Unf	0	1117	1117	GasA	Ex	Y	SBrkr	1132	1320	0	2452	0	0	3	1	4	1	Gd	9	TF	1	BuiltIn	2004.0	Fin	3	267.928608	TA	TA	Y	-76.631053	93.697492	64.903234	0	0	0	0	9	2006	WD	Normal	309000
36	37	20	RLD	112.0	10859	Paved	Reg	Lvl	AllPub	C	GS	CollgCr	Norm	Norm	1Fam	1Story	5	5	1994	1995	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0	Unf	0	1097	1097	GasA	Ex	Y	SBrkr	1097	0	0	1097	0	0	1	1	3	1	TA	6	TF	0	Attchd	1995.0	Unf	2	717.473903	TA	TA	Y	22.086570	94.793002	-50.240897	0	0	0	0	6	2009	WD	Normal	145000
37	38	20	RLD	74.0	8532	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1954	1990	Hip	SS	Wd Sdng	Wd Sdng	BrkFace	650.0	TA	TA	CB	TA	TA	No	Rec	1213	Unf	0	84	1297	GasA	Gd	Y	SBrkr	1297	0	0	1297	0	1	1	0	3	1	TA	5	TF	1	Attchd	1954.0	Fin	2	237.190285	TA	TA	Y	108.224390	129.498303	42.019930	0	0	0	0	10	2009	WD	Normal	153000
38	39	20	RLD	68.0	7922	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1953	2007	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	CB	TA	TA	No	GLQ	731	Unf	0	326	1057	GasA	TA	Y	SBrkr	1057	0	0	1057	1	0	1	0	3	1	Gd	5	TF	0	Detchd	1953.0	Unf	1	395.528493	TA	TA	Y	33.817036	155.677755	56.528834	0	0	0	0	1	2010	WD	Abnorml	109000
39	40	90	RLD	65.0	6040	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	Duplex	1Story	4	5	1955	1955	Gable	SS	AsbShng	Plywood	None	0.0	TA	TA	PC	NaN	NaN	NaN	NaN	0	NaN	0	0	0	GasA	TA	N	FuseP	1152	0	0	1152	0	0	2	0	2	2	Fa	6	TF	0	NaN	NaN	NaN	0	136.244521	NaN	NaN	N	92.626742	-51.333606	178.232105	0	0	0	0	6	2008	WD	AdjLand	82000
40	41	20	RLD	84.0	8658	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	5	1965	1965	Gable	SS	Wd Sdng	Wd Sdng	BrkFace	101.0	TA	TA	CB	TA	TA	No	Rec	643	Unf	0	445	1088	GasA	Ex	Y	SBrkr	1324	0	0	1324	0	0	2	0	3	1	TA	6	TF	1	Attchd	1965.0	RFn	2	621.453868	TA	TA	Y	26.665167	114.355950	127.240234	0	0	0	0	12	2006	WD	Abnorml	160000
41	42	20	RLD	115.0	16905	Paved	Reg	Lvl	AllPub	I	GS	Timber	Norm	Norm	1Fam	1Story	5	6	1959	1959	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	CB	TA	TA	Gd	BLQ	967	Unf	0	383	1350	GasA	Gd	Y	SBrkr	1328	0	0	1328	0	1	1	1	2	1	TA	5	TF	2	Attchd	1959.0	RFn	1	544.500100	TA	TA	P	45.287445	70.587272	-58.692861	0	0	0	0	7	2007	WD	Normal	170000
42	43	85	RLD	NaN	9180	Paved	IR1	Lvl	AllPub	CulDSac	GS	SawyerW	Norm	Norm	1Fam	SFoyer	5	7	1983	1983	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	Gd	TA	Av	ALQ	747	LwQ	93	0	840	GasA	Gd	Y	SBrkr	884	0	0	884	1	0	1	0	2	1	Gd	5	TF	0	Attchd	1983.0	RFn	2	293.225463	TA	Gd	Y	370.523926	57.031096	69.945224	0	0	0	0	12	2007	WD	Normal	144000
43	44	20	RLD	NaN	9200	Paved	IR1	Lvl	AllPub	CulDSac	GS	CollgCr	Norm	Norm	1Fam	1Story	5	6	1975	1980	Hip	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	Gd	TA	Av	LwQ	280	BLQ	491	167	938	GasA	TA	Y	SBrkr	938	0	0	938	1	0	1	0	3	1	TA	5	TF	0	Detchd	1977.0	Unf	1	491.660252	TA	TA	Y	94.883003	5.646183	-2.390123	0	0	0	0	7	2008	WD	Normal	130250
44	45	20	RLD	70.0	7945	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1959	1959	Gable	SS	BrkFace	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	ALQ	179	BLQ	506	465	1150	GasA	Ex	Y	FuseA	1150	0	0	1150	1	0	1	0	3	1	TA	6	TF	0	Attchd	1959.0	RFn	1	110.174412	TA	TA	Y	-136.453742	-58.287397	-35.534555	0	0	0	0	5	2006	WD	Normal	141000
45	46	120	RLD	61.0	7658	Paved	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	TwnhsE	1Story	9	5	2005	2005	Hip	SS	MetalSd	MetalSd	BrkFace	412.0	Ex	TA	PC	Ex	TA	No	GLQ	456	Unf	0	1296	1752	GasA	Ex	Y	SBrkr	1752	0	0	1752	1	0	2	0	2	1	Ex	6	TF	1	Attchd	2005.0	RFn	2	654.135945	TA	TA	Y	-49.561804	36.332838	-39.842337	0	0	0	0	2	2010	WD	Normal	319900
46	47	50	RLD	48.0	12822	Paved	IR1	Lvl	AllPub	CulDSac	GS	Mitchel	Norm	Norm	1Fam	1.5Fin	7	5	2003	2003	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Ex	TA	No	GLQ	1351	Unf	0	83	1434	GasA	Ex	Y	SBrkr	1518	631	0	2149	1	0	1	1	1	1	Gd	6	TF	1	Attchd	2003.0	RFn	2	96.549052	TA	TA	Y	308.225925	167.515058	3.620214	0	198	0	0	8	2009	WD	Abnorml	239686
47	48	20	FVR	84.0	11096	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	8	5	2006	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	GLQ	24	Unf	0	1632	1656	GasA	Ex	Y	SBrkr	1656	0	0	1656	0	0	2	0	3	1	Gd	7	TF	0	Attchd	2006.0	RFn	3	577.637040	TA	TA	Y	-45.919337	88.227550	-16.559495	0	0	0	0	7	2007	WD	Normal	249700
48	49	190	RMD	33.0	4456	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	2fmCon	2Story	4	5	1920	2008	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	736	736	GasA	Gd	Y	SBrkr	736	716	0	1452	0	0	2	0	2	3	TA	8	TF	0	NaN	NaN	NaN	0	512.637788	NaN	NaN	N	34.030355	-15.991782	90.335479	0	0	0	0	6	2009	New	Partial	113000
49	50	20	RLD	66.0	7742	Paved	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	7	1966	1966	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	BLQ	763	Unf	0	192	955	GasA	Ex	Y	SBrkr	955	0	0	955	1	0	1	0	3	1	TA	6	TF	0	Attchd	1966.0	Unf	1	582.188225	TA	TA	Y	-71.567734	107.923997	25.625194	0	0	0	0	1	2007	WD	Normal	127000
50	51	60	RLD	NaN	13869	Paved	IR2	Lvl	AllPub	C	GS	Gilbert	Norm	Norm	1Fam	2Story	6	6	1997	1997	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	Av	GLQ	182	Unf	0	612	794	GasA	Gd	Y	SBrkr	794	676	0	1470	0	1	2	0	3	1	TA	6	TF	0	Attchd	1997.0	Fin	2	846.876542	TA	TA	Y	140.810509	-42.467472	-94.088433	0	0	0	0	7	2007	WD	Normal	177000
51	52	50	RMD	52.0	6240	Paved	Reg	Lvl	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	1.5Fin	6	6	1934	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	PC	TA	TA	No	Unf	0	Unf	0	816	816	GasA	TA	Y	SBrkr	816	0	360	1176	0	0	1	0	3	1	TA	6	TF	1	Detchd	1985.0	Unf	2	258.559304	TA	TA	Y	31.886800	130.553659	-20.459252	0	0	0	400	9	2006	WD	Normal	114500
52	53	90	RMD	110.0	8472	Gravel	IR2	Bnk	AllPub	C	MS	IDOTRR	RRNn	Norm	Duplex	1Story	5	5	1963	1963	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	Fa	TA	CB	Gd	TA	Gd	LwQ	104	GLQ	712	0	816	GasA	TA	N	SBrkr	816	0	0	816	1	0	1	0	2	1	TA	5	TF	0	CarPort	1963.0	Unf	2	607.517568	TA	TA	Y	181.941649	-96.655325	22.441559	0	0	0	0	5	2010	WD	Normal	110000
53	54	20	RLD	68.0	50271	Paved	IR1	Low	AllPub	I	GS	Veenker	Norm	Norm	1Fam	1Story	9	5	1981	1987	Gable	WSh	WdShing	Wd Shng	None	0.0	Gd	TA	CB	Ex	TA	Gd	GLQ	1810	Unf	0	32	1842	GasA	Gd	Y	SBrkr	1842	0	0	1842	2	0	0	1	0	1	Gd	5	TF	1	Attchd	1981.0	Fin	3	569.920918	TA	TA	Y	134.075183	24.681074	-3.212458	0	0	0	0	11	2006	WD	Normal	385000
54	55	80	RLD	60.0	7134	Paved	Reg	Bnk	AllPub	I	MS	NAmes	Norm	Norm	1Fam	SLvl	5	5	1955	1955	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	ALQ	384	Unf	0	0	384	GasA	TA	Y	SBrkr	1360	0	0	1360	0	0	1	0	3	1	TA	6	MD1	1	Detchd	1962.0	Unf	2	403.113481	TA	TA	Y	4.117301	34.194637	56.083191	0	0	0	0	2	2007	WD	Normal	130000
55	56	20	RLD	100.0	10175	Paved	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	5	1964	1964	Gable	SS	HdBoard	Plywood	BrkFace	272.0	TA	TA	CB	TA	TA	No	BLQ	490	Unf	0	935	1425	GasA	Gd	Y	SBrkr	1425	0	0	1425	0	0	2	0	3	1	TA	7	TF	1	Attchd	1964.0	RFn	2	450.347915	TA	TA	Y	78.991294	24.413122	135.395266	407	0	0	0	7	2008	WD	Normal	180500
56	57	160	FVR	24.0	2645	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	Twnhs	2Story	8	5	1999	2000	Gable	SS	MetalSd	MetalSd	BrkFace	456.0	Gd	TA	PC	Gd	TA	No	GLQ	649	Unf	0	321	970	GasA	Ex	Y	SBrkr	983	756	0	1739	1	0	2	1	3	1	Gd	7	TF	0	Attchd	1999.0	Fin	2	742.697147	TA	TA	Y	23.181747	165.692760	-34.013526	0	0	0	0	8	2009	WD	Abnorml	172500
57	58	60	RLD	89.0	11645	Paved	IR1	Lvl	AllPub	C	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2004	2004	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	860	860	GasA	Ex	Y	SBrkr	860	860	0	1720	0	0	2	1	3	1	Gd	7	TF	0	Attchd	2004.0	RFn	2	375.530176	TA	TA	Y	57.590330	0.975576	11.261900	0	0	0	0	8	2006	WD	Normal	196500
58	59	60	RLD	66.0	13682	Paved	IR2	HLS	AllPub	CulDSac	GS	StoneBr	Norm	Norm	1Fam	2Story	10	5	2006	2006	Hip	SS	VinylSd	VinylSd	BrkFace	1031.0	Ex	TA	PC	Ex	TA	Gd	Unf	0	Unf	0	1410	1410	GasA	Ex	Y	SBrkr	1426	1519	0	2945	0	0	3	1	3	1	Gd	10	TF	1	BuiltIn	2006.0	Fin	3	539.471953	TA	TA	Y	143.546611	38.096634	-44.071568	0	0	0	0	10	2006	New	Partial	438780
59	60	20	RLD	60.0	7200	Paved	Reg	Bnk	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	5	7	1972	1972	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	Av	ALQ	632	Unf	0	148	780	GasA	Ex	Y	SBrkr	780	0	0	780	0	0	1	0	2	1	TA	4	TF	0	Detchd	1973.0	Unf	1	367.930443	TA	TA	Y	-106.241590	6.065545	32.136682	0	0	0	0	1	2008	WD	Normal	124900
60	61	20	RLD	63.0	13072	Paved	Reg	Lvl	AllPub	I	GS	SawyerW	RRAe	Norm	1Fam	1Story	6	5	2004	2004	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	ALQ	941	Unf	0	217	1158	GasA	Ex	Y	SBrkr	1158	0	0	1158	1	0	1	1	3	1	Gd	5	TF	0	Detchd	2006.0	Unf	2	21.539492	TA	TA	Y	129.578196	-103.911895	97.260648	0	0	0	0	5	2006	New	Partial	158000
61	62	75	RMD	60.0	7200	Paved	Reg	Lvl	AllPub	I	GS	IDOTRR	Norm	Norm	1Fam	2.5Unf	5	7	1920	1996	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	Fa	No	Unf	0	Unf	0	530	530	GasA	TA	N	SBrkr	581	530	0	1111	0	0	1	0	3	1	Fa	6	TF	0	Detchd	1935.0	Unf	1	235.082999	TA	TA	N	79.684303	102.319774	68.325264	0	0	0	0	3	2007	WD	Normal	101000
62	63	120	RLD	44.0	6442	Paved	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	TwnhsE	1Story	8	5	2006	2006	Gable	SS	VinylSd	VinylSd	Stone	178.0	Gd	TA	PC	Gd	Gd	Mn	GLQ	24	Unf	0	1346	1370	GasA	Ex	Y	SBrkr	1370	0	0	1370	0	0	2	0	2	1	Gd	6	TF	1	Attchd	2006.0	RFn	2	102.254745	TA	TA	Y	210.461789	9.602988	-11.495082	0	0	0	0	10	2007	WD	Normal	202500
63	64	70	RMD	50.0	10300	Paved	IR1	Bnk	AllPub	I	GS	OldTown	RRAn	Feedr	1Fam	2Story	7	6	1921	1950	Gable	SS	Stucco	Stucco	None	0.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	576	576	GasA	Gd	Y	SBrkr	902	808	0	1710	0	0	2	0	3	1	TA	9	TF	0	Detchd	1990.0	Unf	2	777.107371	TA	TA	Y	-84.862704	-10.627585	30.946133	0	0	0	0	4	2010	WD	Normal	140000
64	65	60	RLD	NaN	9375	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	1997	1998	Gable	SS	VinylSd	VinylSd	BrkFace	573.0	TA	TA	PC	Gd	TA	No	GLQ	739	Unf	0	318	1057	GasA	Ex	Y	SBrkr	1057	977	0	2034	1	0	2	1	3	1	Gd	8	TF	0	Attchd	1998.0	RFn	2	781.898895	TA	TA	Y	189.246892	24.741317	58.501422	0	0	0	0	2	2009	WD	Normal	219500
65	66	60	RLD	76.0	9591	Paved	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	2Story	8	5	2004	2005	Gable	SS	VinylSd	VinylSd	BrkFace	344.0	Gd	TA	PC	Ex	TA	Av	Unf	0	Unf	0	1143	1143	GasA	Ex	Y	SBrkr	1143	1330	0	2473	0	0	2	1	4	1	Gd	9	TF	1	BuiltIn	2004.0	RFn	3	405.177667	TA	TA	Y	68.190544	39.707490	29.367037	0	0	0	0	10	2007	WD	Normal	317000
66	67	20	RLD	NaN	19900	Paved	Reg	Lvl	AllPub	I	GS	NAmes	PosA	Norm	1Fam	1Story	7	5	1970	1989	Gable	SS	Plywood	Plywood	BrkFace	287.0	TA	TA	CB	Gd	TA	Gd	GLQ	912	Unf	0	1035	1947	GasA	TA	Y	SBrkr	2207	0	0	2207	1	0	2	0	3	1	TA	7	MD1	1	Attchd	1970.0	RFn	2	338.577519	TA	TA	Y	139.091319	-19.976589	-11.388253	0	0	0	0	7	2010	WD	Normal	180000
67	68	20	RLD	72.0	10665	Paved	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2003	2003	Gable	SS	VinylSd	VinylSd	BrkFace	167.0	Gd	TA	PC	Gd	TA	Av	GLQ	1013	Unf	0	440	1453	GasA	Ex	Y	SBrkr	1479	0	0	1479	1	0	2	0	3	1	Gd	7	TF	0	Attchd	2003.0	RFn	2	765.254700	TA	TA	Y	4.631335	47.608295	73.407338	0	0	0	0	6	2007	WD	Normal	226000
68	69	30	RMD	47.0	4608	Paved	Reg	Lvl	AllPub	C	GS	OldTown	Artery	Norm	1Fam	1Story	4	6	1945	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	CB	TA	TA	No	Unf	0	Unf	0	747	747	GasA	TA	Y	SBrkr	747	0	0	747	0	0	1	0	2	1	TA	4	TF	0	Attchd	1945.0	Unf	1	362.261655	TA	TA	Y	100.657401	1.488239	-77.066482	0	0	0	0	6	2010	WD	Normal	80000
69	70	50	RLD	81.0	15593	Paved	Reg	Lvl	AllPub	C	GS	ClearCr	Norm	Norm	1Fam	1.5Fin	7	4	1953	1953	Gable	SS	BrkFace	AsbShng	None	0.0	Gd	TA	CB	TA	TA	No	BLQ	603	Unf	0	701	1304	GasW	TA	Y	SBrkr	1304	983	0	2287	0	0	2	0	3	1	TA	7	TF	1	Attchd	1953.0	Fin	2	-16.860347	TA	TA	Y	-162.739889	113.757800	114.806948	0	0	0	0	7	2006	WD	Normal	225000
70	71	20	RLD	95.0	13651	Paved	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	7	6	1973	1973	Gable	SS	Plywood	Plywood	BrkFace	1115.0	TA	Gd	CB	Gd	TA	Gd	ALQ	1880	Unf	0	343	2223	GasA	Ex	Y	SBrkr	2223	0	0	2223	1	0	2	0	3	1	TA	8	TF	2	Attchd	1973.0	Fin	2	552.903039	TA	TA	Y	193.077321	50.373512	112.896846	0	0	0	0	2	2007	WD	Normal	244000
71	72	20	RLD	69.0	7599	Paved	Reg	Lvl	AllPub	C	GS	Mitchel	Norm	Norm	1Fam	1Story	4	6	1982	2006	Gable	SS	HdBoard	Plywood	None	0.0	TA	TA	CB	TA	TA	No	ALQ	565	Unf	0	280	845	GasA	TA	Y	SBrkr	845	0	0	845	1	0	1	0	2	1	TA	4	TF	0	Detchd	1987.0	Unf	2	333.140957	TA	TA	Y	-171.764768	116.749319	-39.124349	0	0	0	0	6	2007	WD	Normal	129500
72	73	60	RLD	74.0	10141	Paved	IR1	Lvl	AllPub	C	GS	Gilbert	Norm	Norm	1Fam	2Story	7	5	1998	1998	Gable	SS	VinylSd	VinylSd	BrkFace	40.0	TA	TA	PC	Gd	TA	No	Unf	0	Unf	0	832	832	GasA	Gd	Y	SBrkr	885	833	0	1718	0	0	2	1	3	1	TA	7	TF	1	Attchd	1998.0	Fin	2	429.366926	TA	TA	Y	-14.896635	95.403052	111.630097	0	291	0	0	12	2009	WD	Normal	185000
73	74	20	RLD	85.0	10200	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1954	2003	Gable	SS	Wd Sdng	Wd Sdng	BrkFace	104.0	TA	TA	CB	TA	TA	No	ALQ	320	BLQ	362	404	1086	GasA	Gd	Y	SBrkr	1086	0	0	1086	1	0	1	0	3	1	TA	6	TF	0	Attchd	1989.0	Unf	2	304.188412	TA	TA	Y	146.610151	32.292174	84.695712	0	0	0	0	5	2010	WD	Normal	144900
74	75	50	RMD	60.0	5790	Paved	Reg	Lvl	AllPub	C	GS	OldTown	Norm	Norm	1Fam	2Story	3	6	1915	1950	Gambrel	SS	VinylSd	VinylSd	None	0.0	Gd	Gd	CB	Fa	TA	No	Unf	0	Unf	0	840	840	GasA	Gd	N	SBrkr	840	765	0	1605	0	0	2	0	3	2	TA	8	TF	0	Detchd	1915.0	Unf	1	693.569760	TA	TA	Y	156.367337	94.060687	11.173824	0	0	0	0	5	2010	WD	Normal	107400
75	76	180	RMD	21.0	1596	Paved	Reg	Lvl	AllPub	I	GS	MeadowV	Norm	Norm	Twnhs	SLvl	4	5	1973	1973	Gable	SS	CemntBd	CmentBd	None	0.0	TA	TA	CB	Gd	TA	Gd	GLQ	462	Unf	0	0	462	GasA	TA	Y	SBrkr	526	462	0	988	1	0	1	0	2	1	TA	5	TF	0	BuiltIn	1973.0	Unf	1	321.928121	TA	TA	Y	53.799487	29.454461	-17.570002	0	0	0	0	11	2009	WD	Normal	91000
76	77	20	RLD	NaN	8475	Paved	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	4	7	1956	1956	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	No	ALQ	228	Unf	0	724	952	GasA	Ex	Y	FuseA	952	0	0	952	0	0	1	0	2	1	TA	4	TF	0	Detchd	1956.0	Unf	1	561.547745	TA	TA	Y	74.820017	33.989246	7.690374	0	0	0	0	4	2008	WD	Normal	135750
77	78	50	RMD	50.0	8635	Paved	Reg	Lvl	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	1.5Fin	5	5	1948	2001	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	BLQ	336	GLQ	41	295	672	GasA	TA	Y	SBrkr	1072	213	0	1285	1	0	1	0	2	1	TA	6	MD1	0	Detchd	1948.0	Unf	1	743.120101	TA	TA	Y	51.794414	91.404293	67.466396	0	0	0	0	1	2008	WD	Normal	127000
78	79	90	RLD	72.0	10778	Paved	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	Duplex	1Story	4	5	1968	1968	Hip	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	1768	1768	GasA	TA	N	SBrkr	1768	0	0	1768	0	0	2	0	4	2	TA	8	TF	0	NaN	NaN	NaN	0	341.019179	NaN	NaN	Y	21.001824	-8.880474	169.735041	0	0	0	0	4	2010	WD	Normal	136500
79	80	50	RMD	60.0	10440	Paved	Reg	Lvl	AllPub	C	GS	OldTown	Norm	Norm	1Fam	2Story	5	6	1910	1981	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	PC	TA	TA	No	Unf	0	Unf	0	440	440	GasA	Gd	Y	SBrkr	682	548	0	1230	0	0	1	1	2	1	TA	5	TF	0	Detchd	1966.0	Unf	2	636.698306	TA	TA	Y	13.909968	175.550802	-4.754443	0	0	0	0	5	2009	WD	Normal	110000
80	81	60	RLD	100.0	13000	Paved	Reg	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	2Story	6	6	1968	1968	Gable	SS	VinylSd	VinylSd	BrkFace	576.0	TA	Gd	CB	Gd	TA	No	Rec	448	Unf	0	448	896	GasA	TA	Y	SBrkr	1182	960	0	2142	0	0	2	1	4	1	Gd	8	TF	1	Attchd	1968.0	Fin	1	307.839357	TA	TA	Y	121.905920	33.202765	65.133217	0	252	0	0	6	2009	WD	Normal	193500
81	82	120	RMD	32.0	4500	Paved	Reg	Lvl	AllPub	FR2P	GS	Mitchel	Norm	Norm	TwnhsE	1Story	6	5	1998	1998	Hip	SS	VinylSd	VinylSd	BrkFace	443.0	TA	Gd	PC	Ex	Gd	No	GLQ	1201	Unf	0	36	1237	GasA	Ex	Y	SBrkr	1337	0	0	1337	1	0	2	0	2	1	TA	5	TF	0	Attchd	1998.0	Fin	2	564.913035	TA	TA	Y	-258.366605	65.673612	2.633328	0	0	0	0	3	2006	WD	Normal	153500
82	83	20	RLD	78.0	10206	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	8	5	2007	2007	Gable	SS	VinylSd	VinylSd	Stone	468.0	TA	TA	PC	Gd	TA	No	GLQ	33	Unf	0	1530	1563	GasA	Ex	Y	SBrkr	1563	0	0	1563	0	0	2	0	3	1	Gd	6	TF	1	Attchd	2007.0	RFn	3	593.688659	TA	TA	Y	157.818923	-36.519511	-38.705620	0	0	0	0	10	2008	WD	Normal	245000
83	84	20	RLD	80.0	8892	Paved	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1960	1960	Gable	SS	MetalSd	MetalSd	BrkCmn	66.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	1065	1065	GasA	Gd	Y	SBrkr	1065	0	0	1065	0	0	1	1	3	1	TA	6	TF	0	Detchd	1974.0	Unf	2	612.238213	TA	TA	Y	18.875632	-70.289698	6.360142	0	0	0	0	7	2007	COD	Normal	126500
84	85	80	RLD	NaN	8530	Paved	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	SLvl	7	5	1995	1996	Gable	SS	HdBoard	HdBoard	BrkFace	22.0	TA	TA	PC	Gd	TA	No	Unf	0	Unf	0	384	384	GasA	Gd	Y	SBrkr	804	670	0	1474	0	0	2	1	3	1	TA	7	TF	1	BuiltIn	1995.0	Fin	2	661.530950	TA	TA	Y	-3.584516	-87.651201	101.942036	0	0	0	700	5	2009	WD	Normal	168500
85	86	60	RLD	121.0	16059	Paved	Reg	Lvl	AllPub	C	GS	NoRidge	Norm	Norm	1Fam	2Story	8	5	1991	1992	Hip	SS	HdBoard	HdBoard	BrkFace	284.0	Gd	TA	CB	Gd	TA	No	Unf	0	Unf	0	1288	1288	GasA	Ex	Y	SBrkr	1301	1116	0	2417	0	0	2	1	4	1	Gd	9	TF	1	Attchd	1991.0	Unf	2	465.821739	TA	TA	Y	44.635473	-0.328328	-56.764118	0	0	0	0	4	2006	WD	Normal	260000
86	87	60	RLD	122.0	11911	Paved	IR2	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	2005	2005	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	Unf	0	Unf	0	684	684	GasA	Ex	Y	SBrkr	684	876	0	1560	0	0	2	1	3	1	Gd	6	TF	1	BuiltIn	2005.0	Fin	2	516.827872	TA	TA	Y	21.861625	17.996925	-70.424050	0	0	0	0	3	2009	WD	Normal	174000
87	88	160	FVR	40.0	3951	Paved	Reg	Lvl	AllPub	C	GS	Somerst	Norm	Norm	TwnhsE	2Story	6	5	2009	2009	Gable	SS	VinylSd	VinylSd	Stone	76.0	Gd	TA	PC	Gd	TA	Av	Unf	0	Unf	0	612	612	GasA	Ex	Y	SBrkr	612	612	0	1224	0	0	2	1	2	1	Gd	4	TF	0	Detchd	2009.0	RFn	2	464.909297	TA	TA	Y	254.931084	149.256892	7.549376	0	0	0	0	6	2009	New	Partial	164500
88	89	50	Commer	105.0	8470	Paved	IR1	Lvl	AllPub	C	GS	IDOTRR	Feedr	Feedr	1Fam	1.5Fin	3	2	1915	1982	Hip	SS	Plywood	Plywood	None	0.0	Fa	Fa	CB	TA	Fa	No	Unf	0	Unf	0	1013	1013	GasA	TA	N	SBrkr	1013	0	513	1526	0	0	1	0	2	1	Fa	6	TF	0	NaN	NaN	NaN	0	182.845601	NaN	NaN	N	-79.719218	45.572664	-7.990152	0	0	0	0	10	2009	ConLD	Abnorml	85000
89	90	20	RLD	60.0	8070	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	4	5	1994	1995	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	GLQ	588	Unf	0	402	990	GasA	Ex	Y	SBrkr	990	0	0	990	1	0	1	0	3	1	TA	5	TF	0	NaN	NaN	NaN	0	394.836523	NaN	NaN	Y	253.161558	181.046705	46.303681	0	0	0	0	8	2007	WD	Normal	123600
90	91	20	RLD	60.0	7200	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	4	5	1950	1950	Gable	SS	BrkFace	Wd Sdng	None	0.0	TA	TA	SL	NaN	NaN	NaN	NaN	0	NaN	0	0	0	GasA	TA	Y	FuseA	1040	0	0	1040	0	0	1	0	2	1	TA	4	TF	0	Detchd	1950.0	Unf	2	468.644465	TA	TA	Y	-41.188421	43.317331	1.178925	0	0	0	0	7	2006	WD	Normal	109900
91	92	20	RLD	85.0	8500	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	3	1961	1961	Hip	SS	HdBoard	HdBoard	BrkCmn	203.0	TA	TA	CB	TA	TA	No	Rec	600	Unf	0	635	1235	GasA	TA	Y	SBrkr	1235	0	0	1235	0	0	1	0	2	1	TA	6	TF	0	Attchd	1961.0	Unf	2	532.031191	TA	TA	Y	-59.593581	-16.586443	37.493718	0	0	0	0	12	2006	WD	Abnorml	98600
92	93	30	RLD	80.0	13360	Paved	IR1	HLS	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	1Story	5	7	1921	2006	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	Gd	BT	Gd	TA	No	ALQ	713	Unf	0	163	876	GasA	Ex	Y	SBrkr	964	0	0	964	1	0	1	0	2	1	TA	5	TF	0	Detchd	1921.0	Unf	2	414.740643	TA	TA	Y	70.054762	119.565246	132.806875	0	0	0	0	8	2009	WD	Normal	163500
93	94	190	Commer	60.0	7200	Paved	Reg	Lvl	AllPub	C	GS	OldTown	Norm	Norm	2fmCon	2.5Unf	6	6	1910	1998	Hip	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	Fa	Mn	Rec	1046	Unf	0	168	1214	GasW	Ex	N	SBrkr	1260	1031	0	2291	0	1	2	0	4	2	TA	9	TF	1	Detchd	1900.0	Unf	2	305.232344	TA	TA	Y	85.576333	11.541095	-65.582399	0	99	0	0	11	2007	WD	Normal	133900
94	95	60	RLD	69.0	9337	Paved	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	6	5	1997	1997	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	PC	Gd	TA	No	GLQ	648	Unf	0	176	824	GasA	Ex	Y	SBrkr	905	881	0	1786	1	0	2	1	3	1	Gd	7	TF	0	Attchd	1997.0	RFn	2	381.284333	TA	TA	Y	-89.247545	145.617542	22.744781	0	0	0	0	5	2007	WD	Normal	204750
95	96	60	RLD	NaN	9765	Paved	IR2	Lvl	AllPub	C	GS	Gilbert	Norm	Norm	1Fam	2Story	6	8	1993	1993	Gable	SS	VinylSd	VinylSd	BrkFace	68.0	Ex	Gd	PC	Gd	Gd	No	ALQ	310	Unf	0	370	680	GasA	Gd	Y	SBrkr	680	790	0	1470	0	0	2	1	3	1	TA	6	TF	1	BuiltIn	1993.0	Fin	2	588.863266	TA	TA	Y	168.787368	23.267796	53.110357	0	0	0	480	4	2009	WD	Normal	185000
96	97	20	RLD	78.0	10264	Paved	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	1999	1999	Gable	SS	VinylSd	VinylSd	BrkFace	183.0	Gd	TA	PC	Gd	TA	Av	ALQ	1162	Unf	0	426	1588	GasA	Ex	Y	SBrkr	1588	0	0	1588	0	0	2	0	3	1	Gd	6	TF	0	Attchd	1999.0	RFn	2	545.074944	TA	TA	Y	40.723983	-4.245986	71.384937	0	0	0	0	8	2006	WD	Normal	214000
97	98	20	RLD	73.0	10921	Paved	Reg	HLS	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	4	5	1965	1965	Hip	SS	HdBoard	HdBoard	BrkFace	48.0	TA	TA	CB	TA	TA	No	Rec	520	Unf	0	440	960	GasA	TA	Y	FuseF	960	0	0	960	1	0	1	0	3	1	TA	6	TF	0	Attchd	1965.0	Fin	1	513.106242	TA	TA	P	-37.098065	-25.128222	-2.669537	0	0	0	0	5	2007	WD	Normal	94750
98	99	30	RLD	85.0	10625	Paved	Reg	Lvl	AllPub	C	GS	Edwards	Norm	Norm	1Fam	1Story	5	5	1920	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	ALQ	108	Unf	0	350	458	GasA	Fa	N	SBrkr	835	0	0	835	0	0	1	0	2	1	TA	5	TF	0	Basment	1920.0	Unf	1	620.675198	Fa	TA	Y	102.275686	82.698634	-57.605265	0	0	0	400	5	2010	COD	Abnorml	83000
99	100	20	RLD	77.0	9320	Paved	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	4	5	1959	1959	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	TA	TA	No	ALQ	569	Unf	0	381	950	GasA	Fa	Y	SBrkr	1225	0	0	1225	1	0	1	1	3	1	TA	6	TF	0	NaN	NaN	NaN	0	131.339148	NaN	NaN	Y	149.339487	41.945418	-34.143547	0	0	0	400	1	2010	WD	Normal	128950
100	101	20	RLD	NaN	10603	Paved	IR1	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	1Story	6	7	1977	2001	Gable	SS	Plywood	Plywood	BrkFace	28.0	TA	TA	PC	TA	TA	Mn	ALQ	1200	Unf	0	410	1610	GasA	Gd	Y	SBrkr	1610	0	0	1610	1	0	2	0	3	1	Gd	6	TF	2	Attchd	1977.0	RFn	2	627.948491	TA	TA	Y	56.081059	32.623724	18.182137	0	0	0	0	2	2010	WD	Normal	205000
101	102	60	RLD	77.0	9206	Paved	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	2Story	6	5	1985	1985	Gable	SS	HdBoard	HdBoard	BrkFace	336.0	Gd	TA	CB	Gd	TA	No	Unf	0	Unf	0	741	741	GasA	TA	Y	SBrkr	977	755	0	1732	0	0	2	1	3	1	Gd	7	TF	1	Attchd	1985.0	Fin	2	279.789100	TA	TA	Y	152.836732	-1.071698	99.491336	0	0	0	0	6	2010	WD	Normal	178000
102	103	90	RLD	64.0	7018	Paved	Reg	Bnk	AllPub	I	GS	SawyerW	Norm	Norm	Duplex	1Story	5	5	1979	1979	Gable	SS	HdBoard	HdBoard	None	0.0	TA	Fa	SL	NaN	NaN	NaN	NaN	0	NaN	0	0	0	GasA	TA	Y	SBrkr	1535	0	0	1535	0	0	2	0	4	2	TA	8	TF	0	Attchd	1979.0	Unf	2	329.456188	TA	TA	Y	278.134791	42.796995	40.282604	0	0	0	0	6	2009	WD	Alloca	118964
103	104	20	RLD	94.0	10402	Paved	IR1	Lvl	AllPub	C	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2009	2009	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0	Unf	0	1226	1226	GasA	Ex	Y	SBrkr	1226	0	0	1226	0	0	2	0	3	1	Gd	6	TF	0	Attchd	2009.0	RFn	3	119.140114	TA	TA	Y	287.310759	49.190889	10.095743	0	0	0	0	5	2010	WD	Normal	198900
104	105	50	RMD	NaN	7758	Paved	Reg	Lvl	AllPub	C	GS	IDOTRR	Norm	Norm	1Fam	1.5Fin	7	4	1931	1950	Gable	SS	Stucco	Stucco	BrkFace	600.0	TA	Fa	PC	TA	TA	No	LwQ	224	Unf	0	816	1040	GasA	Ex	Y	FuseF	1226	592	0	1818	0	0	1	1	4	1	TA	7	TF	2	Detchd	1951.0	Unf	1	116.605381	TA	TA	Y	248.217585	29.619277	97.834692	0	184	0	0	6	2007	WD	Normal	169500
105	106	60	FVR	75.0	9375	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	2Story	8	5	2003	2004	Hip	SS	VinylSd	VinylSd	BrkFace	768.0	Gd	TA	PC	Ex	TA	No	Unf	0	Unf	0	1053	1053	GasA	Ex	Y	SBrkr	1053	939	0	1992	0	0	2	1	3	1	Gd	9	TF	1	Attchd	2003.0	RFn	2	496.755054	TA	TA	Y	142.723332	139.281587	64.902814	0	0	0	0	8	2008	WD	Normal	250000
106	107	30	RMD	60.0	10800	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1Story	4	7	1885	1995	Mansard	SS	VinylSd	VinylSd	None	0.0	TA	TA	BT	Fa	TA	No	Unf	0	Unf	0	641	641	GasA	Gd	Y	SBrkr	1047	0	0	1047	0	0	1	0	2	1	TA	6	TF	0	Detchd	1954.0	Unf	1	690.751366	Fa	Fa	N	210.859592	127.593502	38.551714	0	0	0	450	8	2007	WD	Normal	100000
107	108	20	RMD	50.0	6000	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1Story	5	5	1948	1950	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	No	ALQ	104	BLQ	169	516	789	GasA	Ex	Y	SBrkr	789	0	0	789	0	0	1	0	2	1	TA	5	TF	0	Detchd	1948.0	Unf	1	571.659425	TA	TA	Y	113.147585	10.362392	-143.723973	0	0	0	0	4	2008	WD	Partial	115000
108	109	50	RMD	85.0	8500	Paved	Reg	Lvl	AllPub	C	GS	IDOTRR	Artery	Norm	1Fam	1.5Fin	5	7	1919	2005	Gable	SS	CemntBd	CmentBd	None	0.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	793	793	GasW	TA	N	FuseF	997	520	0	1517	0	0	2	0	3	1	Fa	7	TF	0	NaN	NaN	NaN	0	481.079052	NaN	NaN	N	300.394552	-19.675616	-105.636431	0	0	0	0	8	2007	WD	Normal	115000
109	110	20	RLD	105.0	11751	Paved	IR1	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	1Story	6	6	1977	1977	Hip	SS	Plywood	Plywood	BrkFace	480.0	TA	TA	CB	Gd	TA	No	BLQ	705	Unf	0	1139	1844	GasA	Ex	Y	SBrkr	1844	0	0	1844	0	0	2	0	3	1	TA	7	TF	1	Attchd	1977.0	RFn	2	268.769004	TA	TA	Y	64.463354	89.234939	-30.321501	0	0	0	0	1	2010	COD	Normal	190000
110	111	50	RLD	75.0	9525	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1.5Fin	6	4	1954	1972	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	Fa	No	Rec	444	Unf	0	550	994	GasA	Gd	Y	SBrkr	1216	639	0	1855	0	0	2	0	4	1	TA	7	TF	0	Attchd	1954.0	Unf	1	645.864632	TA	TA	Y	304.649756	81.152996	50.708335	0	0	0	0	10	2006	WD	Normal	136900
111	112	80	RLD	NaN	7750	Paved	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	SLvl	7	5	2000	2000	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	GLQ	250	Unf	0	134	384	GasA	Ex	Y	SBrkr	774	656	0	1430	0	0	2	1	3	1	TA	7	TF	1	BuiltIn	2000.0	Fin	2	531.007659	TA	TA	Y	102.849898	27.033763	80.973719	0	0	0	0	4	2010	WD	Normal	180000
112	113	60	RLD	77.0	9965	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2007	2007	Gable	SS	VinylSd	VinylSd	Stone	220.0	Gd	TA	PC	Ex	TA	Av	GLQ	984	Unf	0	280	1264	GasA	Ex	Y	SBrkr	1282	1414	0	2696	1	0	2	1	4	1	Ex	10	TF	1	BuiltIn	2007.0	Fin	3	374.429944	TA	TA	Y	-58.913669	48.912222	27.953119	0	168	0	0	10	2007	New	Partial	383970
113	114	20	RLD	NaN	21000	Paved	Reg	Bnk	AllPub	C	GS	Crawfor	Norm	Norm	1Fam	1Story	6	5	1953	1953	Hip	SS	Wd Sdng	Wd Sdng	BrkFace	184.0	TA	Gd	CB	Gd	TA	Mn	ALQ	35	Rec	869	905	1809	GasA	TA	Y	SBrkr	2259	0	0	2259	1	0	2	0	3	1	Gd	7	TF	2	Basment	1953.0	Unf	2	548.279291	TA	TA	Y	170.516204	76.577507	39.250440	0	0	0	0	10	2007	COD	Abnorml	217000
114	115	70	RLD	61.0	7259	Paved	IR1	Lvl	AllPub	I	MS	Crawfor	Norm	Norm	1Fam	2Story	6	8	1945	2002	Gambrel	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	ALQ	774	LwQ	150	104	1028	GasA	Ex	Y	SBrkr	1436	884	0	2320	1	0	2	1	3	1	Gd	9	TF	1	Detchd	1945.0	Unf	1	1076.811737	TA	TA	Y	127.980398	66.385255	90.286731	0	0	0	0	7	2007	WD	Normal	259500
115	116	160	FVR	34.0	3230	Paved	Reg	Lvl	AllPub	C	GS	Somerst	Norm	Norm	TwnhsE	2Story	6	5	1999	1999	Gable	SS	MetalSd	MetalSd	BrkFace	1129.0	TA	TA	PC	Gd	TA	No	GLQ	419	Unf	0	310	729	GasA	Gd	Y	SBrkr	729	729	0	1458	0	0	2	1	2	1	TA	5	TF	1	Detchd	1999.0	Unf	2	722.763630	TA	TA	Y	193.419344	34.949164	96.984199	0	0	0	0	6	2007	WD	Normal	176000
116	117	20	RLD	NaN	11616	Paved	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	5	1962	1962	Gable	SS	Wd Sdng	Wd Sdng	BrkFace	116.0	TA	TA	CB	TA	TA	No	LwQ	170	BLQ	670	252	1092	GasA	TA	Y	SBrkr	1092	0	0	1092	0	1	1	0	3	1	TA	6	TF	1	Attchd	1962.0	Unf	1	618.518210	TA	TA	Y	19.088249	55.346135	79.016914	0	0	0	0	9	2009	WD	Normal	139000
117	118	20	RLD	74.0	8536	Paved	Reg	Lvl	AllPub	C	GS	Edwards	Norm	Norm	1Fam	1Story	5	5	2006	2007	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0	Unf	0	1125	1125	GasA	Gd	Y	SBrkr	1125	0	0	1125	0	0	1	1	2	1	TA	5	TF	0	Attchd	2007.0	Unf	2	491.029735	TA	TA	Y	135.598498	59.477064	67.451997	0	0	0	0	4	2007	New	Partial	155000
118	119	60	RLD	90.0	12376	Paved	Reg	Lvl	AllPub	C	GS	SawyerW	Norm	Norm	1Fam	2Story	7	5	1990	1990	Hip	SS	Plywood	Plywood	None	0.0	TA	TA	PC	Gd	TA	Mn	GLQ	1470	Unf	0	203	1673	GasA	Gd	Y	SBrkr	1699	1523	0	3222	1	0	3	0	5	1	Gd	11	TF	2	Attchd	1990.0	Unf	3	368.022718	TA	TA	Y	-50.755441	-37.984752	-20.845968	0	0	0	0	5	2010	WD	Normal	320000
119	120	60	RLD	65.0	8461	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	6	5	2005	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	728	728	GasA	Ex	Y	SBrkr	728	728	0	1456	0	0	2	1	3	1	Gd	8	TF	1	Attchd	2005.0	Fin	2	521.660337	TA	TA	Y	100.315828	-20.050515	-75.903577	0	0	0	0	7	2006	New	Partial	163990
120	121	80	RLD	NaN	21453	Paved	IR1	Low	AllPub	CulDSac	SS	ClearCr	Norm	Norm	1Fam	SLvl	6	5	1969	1969	Flat	ME	Plywood	Plywood	None	0.0	TA	TA	CB	TA	TA	Gd	ALQ	938	Unf	0	0	938	GasA	Ex	Y	SBrkr	988	0	0	988	1	0	1	0	1	1	TA	4	TF	2	Attchd	1969.0	Unf	2	701.363615	TA	TA	Y	-41.590982	52.089211	5.637483	130	0	0	0	10	2006	WD	Normal	180000
121	122	50	RMD	50.0	6060	Paved	Reg	Lvl	AllPub	I	GS	IDOTRR	Norm	Norm	1Fam	1.5Fin	4	5	1939	1950	Gable	SS	AsbShng	AsbShng	None	0.0	TA	TA	PC	TA	TA	No	Unf	0	Unf	0	732	732	GasA	Gd	Y	SBrkr	772	351	0	1123	0	0	1	0	3	1	TA	4	TF	0	Detchd	1979.0	Unf	1	458.720363	TA	TA	P	-302.516923	18.653795	11.098729	0	0	0	0	6	2007	WD	Normal	100000
122	123	20	RLD	75.0	9464	Paved	Reg	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	6	7	1958	1958	Hip	SS	MetalSd	MetalSd	BrkFace	135.0	TA	Gd	CB	TA	TA	No	BLQ	570	Unf	0	510	1080	GasA	Gd	Y	SBrkr	1080	0	0	1080	0	0	1	0	3	1	TA	5	TF	0	Attchd	1958.0	Unf	1	489.342151	TA	TA	Y	103.280227	105.758929	12.677304	0	130	0	0	6	2008	WD	Normal	136000
123	124	120	RLD	55.0	7892	Paved	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	TwnhsE	1Story	6	5	1993	1993	Gable	SS	Plywood	Plywood	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	300	Unf	0	899	1199	GasA	Ex	Y	SBrkr	1199	0	0	1199	0	0	2	0	2	1	Gd	5	TF	0	Attchd	1993.0	RFn	2	364.804186	TA	TA	Y	124.834448	35.910129	-127.671656	0	0	0	0	3	2008	WD	Normal	153900
124	125	20	RLD	48.0	17043	Paved	IR1	Lvl	AllPub	CulDSac	GS	NWAmes	Norm	Norm	1Fam	1Story	6	5	1979	1998	Gable	SS	HdBoard	HdBoard	None	0.0	TA	Gd	CB	Gd	Fa	No	Unf	0	Unf	0	1362	1362	GasA	TA	Y	SBrkr	1586	0	0	1586	0	0	2	0	3	1	TA	7	TF	1	Attchd	1979.0	Unf	2	549.282343	TA	TA	Y	-58.655594	34.791302	120.488469	0	0	0	0	1	2009	WD	Normal	181000
125	126	190	RMD	60.0	6780	Paved	Reg	Lvl	AllPub	I	GS	IDOTRR	Norm	Norm	2fmCon	1.5Fin	6	8	1935	1982	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	Fa	CB	TA	TA	Av	GLQ	490	Unf	0	30	520	GasA	Gd	N	SBrkr	520	0	234	754	1	0	1	0	2	1	TA	5	TF	0	NaN	NaN	NaN	0	351.720663	NaN	NaN	N	-69.219626	32.576383	19.561644	0	0	0	0	6	2006	WD	Normal	84500
126	127	120	RLD	NaN	4928	Paved	IR1	Lvl	AllPub	I	GS	NPkVill	Norm	Norm	TwnhsE	1Story	6	5	1976	1976	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	Gd	TA	No	ALQ	120	Unf	0	958	1078	GasA	TA	Y	SBrkr	958	0	0	958	0	0	2	0	2	1	TA	5	TF	1	Attchd	1977.0	RFn	2	441.093330	TA	TA	Y	13.376249	25.701059	-2.896152	0	0	0	0	2	2007	WD	Normal	128000
127	128	45	RMD	55.0	4388	Paved	IR1	Bnk	AllPub	I	GS	OldTown	Feedr	Norm	1Fam	1.5Unf	5	7	1930	1950	Gable	SS	WdShing	Wd Sdng	None	0.0	TA	Gd	BT	TA	TA	No	LwQ	116	Unf	0	556	672	GasA	Ex	Y	SBrkr	840	0	0	840	0	0	1	0	3	1	TA	5	TF	1	NaN	NaN	NaN	0	214.839599	NaN	NaN	N	343.571058	-21.809433	33.980067	0	0	0	0	6	2007	WD	Normal	87000
128	129	60	RLD	69.0	7590	Paved	Reg	Lvl	AllPub	I	GS	NAmes	PosN	Norm	1Fam	2Story	6	5	1966	1966	Gable	SS	VinylSd	VinylSd	BrkFace	266.0	TA	TA	CB	TA	TA	No	BLQ	512	Unf	0	148	660	GasA	TA	Y	SBrkr	660	688	0	1348	0	0	1	1	3	1	TA	6	TF	1	Attchd	1966.0	RFn	2	572.945893	TA	TA	Y	-126.469092	132.518058	34.481136	0	0	0	0	7	2006	WD	Normal	155000
129	130	20	RLD	69.0	8973	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1958	1991	Gable	SS	Plywood	Plywood	BrkFace	85.0	TA	TA	CB	TA	TA	No	Rec	567	BLQ	28	413	1008	GasA	TA	Y	FuseA	1053	0	0	1053	0	1	1	1	3	1	Ex	6	TF	0	2TFes	1998.0	RFn	2	704.046585	TA	TA	Y	52.532339	159.509131	36.463961	180	0	0	0	7	2006	WD	Abnorml	150000
130	131	60	RLD	88.0	14200	Paved	Reg	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	2Story	7	6	1966	1966	Gable	SS	MetalSd	MetalSd	BrkFace	309.0	TA	TA	CB	TA	TA	No	Rec	445	Unf	0	479	924	GasA	Ex	Y	SBrkr	1216	941	0	2157	0	0	2	1	4	1	Gd	8	TF	2	Attchd	1966.0	Fin	2	517.451571	TA	TA	Y	-20.852421	-69.943112	30.585793	0	0	0	0	5	2006	WD	Normal	226000
131	132	60	RLD	NaN	12224	Paved	IR1	Lvl	AllPub	C	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	2000	2000	Gable	SS	VinylSd	VinylSd	BrkFace	40.0	Gd	TA	PC	Gd	TA	No	GLQ	695	Unf	0	297	992	GasA	Ex	Y	SBrkr	1022	1032	0	2054	1	0	2	1	3	1	Gd	7	TF	1	BuiltIn	2000.0	RFn	2	378.414423	TA	TA	Y	9.842480	112.270194	-20.122771	0	0	0	0	7	2009	WD	Normal	244000
132	133	20	RLD	75.0	7388	Paved	Reg	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1959	2002	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Rec	405	Unf	0	658	1063	GasA	Gd	Y	SBrkr	1327	0	0	1327	1	0	1	0	3	1	Gd	7	TF	0	Detchd	1974.0	Unf	2	332.638694	TA	TA	Y	264.456098	-50.433718	64.015585	0	0	0	0	7	2007	WD	Normal	150750
133	134	20	RLD	NaN	6853	Paved	IR1	Lvl	AllPub	I	GS	Timber	Norm	Norm	1Fam	1Story	8	5	2001	2002	Gable	SS	VinylSd	VinylSd	BrkFace	136.0	Gd	TA	PC	Ex	TA	No	GLQ	1005	Unf	0	262	1267	GasA	Ex	Y	SBrkr	1296	0	0	1296	1	0	2	0	2	1	Gd	6	TF	0	Attchd	2001.0	Fin	2	576.462532	TA	TA	Y	51.618216	125.958619	-14.523079	0	0	0	0	6	2009	WD	Normal	220000
134	135	20	RLD	78.0	10335	Paved	IR1	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	6	1968	1993	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	TA	TA	No	Rec	570	Unf	0	891	1461	GasA	Gd	Y	SBrkr	1721	0	0	1721	0	0	2	1	3	1	TA	7	MD1	1	Attchd	1968.0	RFn	2	302.279469	TA	TA	Y	66.809787	128.297536	91.950198	0	0	0	0	7	2006	WD	Normal	180000
135	136	20	RLD	80.0	10400	Paved	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	1Story	7	6	1970	1970	Hip	SS	Plywood	Plywood	BrkFace	288.0	TA	TA	PC	TA	TA	No	Unf	0	Unf	0	1304	1304	GasA	Gd	Y	SBrkr	1682	0	0	1682	0	0	2	0	3	1	TA	7	TF	1	Attchd	1970.0	Unf	2	330.687437	TA	TA	Y	65.555215	27.891248	-29.435336	0	0	0	0	5	2008	WD	Normal	174000
136	137	20	RLD	NaN	10355	Paved	IR1	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1967	1967	Gable	SS	MetalSd	MetalSd	BrkFace	196.0	TA	TA	CB	TA	TA	No	BLQ	695	Unf	0	519	1214	GasA	TA	Y	SBrkr	1214	0	0	1214	0	0	2	0	3	1	TA	5	TF	1	Attchd	1967.0	RFn	1	724.130018	TA	TA	Y	-291.527883	190.406802	45.532499	0	0	0	0	7	2007	WD	Normal	143000
137	138	90	RLD	82.0	11070	Paved	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	Duplex	1Story	7	5	1988	1989	Gable	SS	VinylSd	VinylSd	BrkFace	70.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	1907	1907	GasA	Gd	Y	SBrkr	1959	0	0	1959	0	0	3	0	5	2	TA	9	TF	0	2TFes	1989.0	Unf	3	654.127741	TA	TA	Y	-21.084438	4.598915	-6.023214	0	0	0	0	7	2006	WD	Family	171000
138	139	60	RLD	73.0	9066	Paved	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	8	5	1999	2000	Gable	SS	VinylSd	VinylSd	BrkFace	320.0	Gd	TA	PC	Gd	TA	Mn	GLQ	668	Unf	0	336	1004	GasA	Ex	Y	SBrkr	1004	848	0	1852	0	0	2	1	3	1	Gd	7	TF	2	Attchd	1999.0	Fin	3	375.098024	TA	TA	Y	42.080543	157.392494	-58.836217	0	0	0	0	12	2008	WD	Normal	230000
139	140	60	RLD	65.0	15426	Paved	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	6	5	1997	1997	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	GLQ	821	Unf	0	107	928	GasA	Ex	Y	SBrkr	928	836	0	1764	1	0	2	1	3	1	Gd	7	TF	0	Attchd	1997.0	RFn	2	538.994661	TA	TA	Y	61.249010	-45.316571	88.642988	0	0	0	0	8	2009	WD	Normal	231500
140	141	20	RLD	70.0	10500	Paved	Reg	Lvl	AllPub	FR2P	GS	NAmes	Norm	Norm	1Fam	1Story	4	5	1971	1971	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	ALQ	432	Unf	0	432	864	GasA	TA	Y	SBrkr	864	0	0	864	0	0	1	0	3	1	TA	5	TF	1	NaN	NaN	NaN	0	153.129513	NaN	NaN	Y	289.673195	52.900074	-60.243157	0	0	0	0	4	2010	ConLI	Normal	115000
141	142	20	RLD	78.0	11645	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2005	2005	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	GLQ	1300	Unf	0	434	1734	GasA	Ex	Y	SBrkr	1734	0	0	1734	1	0	2	0	3	1	Gd	7	TF	0	Attchd	2005.0	Fin	2	557.463860	TA	TA	Y	-48.698091	94.569441	-38.577258	0	0	0	0	1	2006	WD	Normal	260000
142	143	50	RLD	71.0	8520	Paved	Reg	Lvl	AllPub	C	GS	NAmes	Artery	Norm	1Fam	1.5Fin	5	4	1952	1952	Gable	SS	BrkFace	Wd Sdng	None	0.0	TA	Fa	CB	TA	TA	No	Rec	507	Unf	0	403	910	GasA	Fa	Y	SBrkr	910	475	0	1385	0	0	2	0	4	1	TA	6	TF	0	Detchd	2000.0	Unf	2	398.717247	TA	TA	Y	-104.797613	15.475152	29.840677	0	0	0	0	6	2010	WD	Normal	166000
143	144	20	RLD	78.0	10335	Paved	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	1999	1999	Gable	SS	VinylSd	VinylSd	BrkFace	183.0	Gd	TA	PC	Gd	TA	Gd	GLQ	679	Unf	0	811	1490	GasA	Ex	Y	SBrkr	1501	0	0	1501	1	0	2	0	3	1	Gd	6	TF	0	Attchd	1999.0	RFn	2	613.718407	TA	TA	Y	26.775838	180.235779	12.103063	0	0	0	0	6	2009	WD	Normal	204000
144	145	90	RMD	70.0	9100	Paved	Reg	Lvl	AllPub	I	GS	Sawyer	RRAe	Norm	Duplex	1Story	5	5	1963	1963	Gable	SS	HdBoard	HdBoard	BrkFace	336.0	TA	TA	CB	TA	TA	No	Rec	1332	Unf	0	396	1728	GasA	TA	Y	SBrkr	1728	0	0	1728	1	0	2	0	6	2	TA	10	TF	0	Detchd	1963.0	Unf	2	309.521408	TA	TA	Y	91.365815	68.662201	73.836034	0	0	0	0	11	2006	ConLI	Abnorml	125000
145	146	160	RMD	24.0	2522	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	Twnhs	2Story	6	5	2004	2006	Gable	SS	VinylSd	VinylSd	Stone	50.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	970	970	GasA	Ex	Y	SBrkr	970	739	0	1709	0	0	2	0	3	1	Gd	7	MajD1	0	Detchd	2004.0	Unf	2	215.919642	TA	TA	Y	-174.468741	96.625882	-37.080354	0	0	0	0	4	2006	WD	Normal	130000
146	147	30	RMD	51.0	6120	Paved	Reg	Lvl	AllPub	C	GS	BrkSide	Norm	Norm	1Fam	1Story	5	7	1931	1993	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	BLQ	209	Unf	0	506	715	GasA	TA	Y	FuseA	875	0	0	875	1	0	1	0	2	1	TA	5	TF	0	Detchd	1931.0	Unf	1	595.334743	Fa	TA	Y	-76.913161	120.908807	108.133271	0	0	0	0	11	2009	WD	Normal	105000
147	148	60	RLD	NaN	9505	Paved	IR1	Lvl	AllPub	CulDSac	GS	Gilbert	Norm	Norm	1Fam	2Story	7	5	2001	2001	Gable	SS	VinylSd	VinylSd	BrkFace	180.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	884	884	GasA	Ex	Y	SBrkr	884	1151	0	2035	0	0	2	1	3	1	Gd	8	TF	1	BuiltIn	2001.0	Fin	2	227.012883	TA	TA	Y	70.982161	55.937436	21.590731	0	0	0	0	5	2010	WD	Normal	222500
148	149	20	RLD	63.0	7500	Paved	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	1Story	7	5	2004	2005	Gable	SS	VinylSd	VinylSd	BrkFace	120.0	TA	TA	PC	Gd	TA	No	GLQ	680	Unf	0	400	1080	GasA	Ex	Y	SBrkr	1080	0	0	1080	1	0	1	0	3	1	Gd	6	TF	0	NaN	NaN	NaN	0	422.420866	NaN	NaN	Y	88.434055	66.940360	-34.548332	0	0	0	0	4	2008	WD	Normal	141000
149	150	50	RMD	NaN	6240	Paved	Reg	Lvl	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	1.5Fin	5	4	1936	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	Gd	TA	No	Unf	0	Unf	0	896	896	GasA	Gd	Y	FuseA	896	448	0	1344	0	0	1	0	3	1	TA	7	TF	0	Detchd	1936.0	Unf	1	299.256360	Fa	TA	Y	63.673253	-76.464677	-27.266843	0	0	0	0	4	2006	WD	Normal	115000
150	151	20	RLD	120.0	10356	Paved	Reg	Lvl	AllPub	C	GS	CollgCr	Norm	Norm	1Fam	1Story	5	6	1975	1975	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	Av	BLQ	716	Unf	0	253	969	GasA	TA	Y	SBrkr	969	0	0	969	0	0	1	1	3	1	TA	5	TF	0	Attchd	1975.0	Unf	2	898.728769	TA	TA	Y	65.261920	-23.889941	105.818571	0	0	0	0	1	2007	WD	Normal	122000
151	152	20	RLD	107.0	13891	Paved	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	1Story	8	5	2007	2008	Hip	SS	VinylSd	VinylSd	Stone	436.0	Gd	TA	PC	Ex	TA	Gd	GLQ	1400	Unf	0	310	1710	GasA	Ex	Y	SBrkr	1710	0	0	1710	1	0	2	0	2	1	Gd	6	TF	1	Attchd	2007.0	RFn	3	442.450752	TA	TA	Y	8.656047	124.441237	18.646646	0	0	0	0	1	2008	New	Partial	372402
152	153	60	RLD	NaN	14803	Paved	IR1	Lvl	AllPub	CulDSac	GS	NWAmes	Norm	Norm	1Fam	2Story	6	5	1971	1971	Gable	SS	HdBoard	HdBoard	BrkFace	252.0	TA	TA	CB	TA	TA	No	Rec	416	Unf	0	409	825	GasA	Gd	Y	SBrkr	1097	896	0	1993	0	0	2	1	4	1	TA	8	TF	1	Attchd	1971.0	RFn	2	340.117263	TA	TA	Y	309.102786	-5.458133	32.982633	0	0	0	0	6	2006	WD	Normal	190000
153	154	20	RLD	NaN	13500	Paved	Reg	Lvl	AllPub	I	GS	ClearCr	Norm	Norm	1Fam	1Story	6	7	1960	1975	Flat	SS	BrkFace	Plywood	None	0.0	TA	TA	CB	Gd	TA	Gd	BLQ	429	ALQ	1080	93	1602	GasA	Gd	Y	SBrkr	1252	0	0	1252	1	0	1	0	1	1	TA	4	TF	1	Attchd	1960.0	RFn	2	530.456568	TA	TA	Y	186.662043	158.223660	51.899177	0	0	0	0	3	2008	WD	Normal	235000
154	155	30	RMD	84.0	11340	Paved	Reg	Lvl	AllPub	C	GS	OldTown	Norm	Norm	1Fam	1Story	6	5	1923	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	1200	1200	GasA	TA	Y	FuseA	1200	0	0	1200	0	0	1	0	4	1	TA	7	TF	0	Detchd	1923.0	Unf	1	641.093325	Fa	Fa	Y	12.419853	34.801604	127.713168	0	0	0	0	3	2006	WD	Family	125000
155	156	50	RLD	60.0	9600	Paved	Reg	Lvl	AllPub	C	GS	Edwards	Artery	Norm	1Fam	1.5Fin	6	5	1924	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	572	572	Grav	Fa	N	FuseF	572	524	0	1096	0	0	1	0	2	1	TA	5	TF	0	NaN	NaN	NaN	0	298.332474	NaN	NaN	N	270.085859	-152.834840	57.523013	0	0	0	0	4	2008	WD	Normal	79000
156	157	20	RLD	60.0	7200	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1950	1950	Hip	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	NaN	NaN	NaN	NaN	0	NaN	0	0	0	GasA	TA	Y	FuseF	1040	0	0	1040	0	0	1	0	2	1	TA	5	TF	0	Detchd	1950.0	Unf	2	269.907607	TA	TA	Y	256.545013	45.817361	-15.020404	0	0	0	0	6	2006	WD	Normal	109500
157	158	60	RLD	92.0	12003	Paved	Reg	Lvl	AllPub	C	GS	Timber	Norm	Norm	1Fam	2Story	8	5	2009	2010	Gable	SS	VinylSd	VinylSd	BrkFace	84.0	Gd	TA	PC	Ex	TA	No	Unf	0	Unf	0	774	774	GasA	Ex	Y	SBrkr	774	1194	0	1968	0	0	2	1	4	1	Ex	8	TF	1	BuiltIn	2009.0	Fin	3	494.507580	TA	TA	Y	163.471166	69.261949	86.307772	0	0	0	0	5	2010	New	Partial	269500
158	159	60	FVR	100.0	12552	Paved	Reg	Lvl	AllPub	C	GS	Somerst	Norm	Norm	1Fam	2Story	7	5	2004	2005	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	222	Unf	0	769	991	GasA	Ex	Y	SBrkr	991	956	0	1947	0	0	2	1	3	1	Gd	8	TF	1	Attchd	2004.0	RFn	2	98.259498	TA	TA	Y	154.086248	-46.970401	-5.394693	0	0	0	0	5	2010	WD	Normal	254900
159	160	60	RLD	134.0	19378	Paved	IR1	HLS	AllPub	C	GS	Gilbert	Norm	Norm	1Fam	2Story	7	5	2005	2006	Gable	SS	VinylSd	VinylSd	BrkFace	456.0	Gd	TA	PC	Gd	TA	Mn	GLQ	57	Unf	0	1335	1392	GasA	Ex	Y	SBrkr	1392	1070	0	2462	1	0	2	1	4	1	Gd	9	TF	1	Attchd	2006.0	RFn	2	793.114553	TA	TA	Y	328.062942	-57.865734	134.973227	168	0	0	0	3	2006	New	Partial	320000
160	161	20	RLD	NaN	11120	Paved	IR1	Lvl	AllPub	CulDSac	GS	Veenker	Norm	Norm	1Fam	1Story	6	6	1984	1984	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	PC	Gd	TA	No	BLQ	660	Unf	0	572	1232	GasA	TA	Y	SBrkr	1232	0	0	1232	0	0	2	0	3	1	TA	6	TF	0	Attchd	1984.0	Unf	2	534.855227	TA	TA	Y	14.749602	38.424637	-30.838905	0	0	0	0	6	2008	WD	Normal	162500
161	162	60	RLD	110.0	13688	Paved	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	2Story	9	5	2003	2004	Gable	SS	VinylSd	VinylSd	BrkFace	664.0	Gd	TA	PC	Ex	TA	Av	GLQ	1016	Unf	0	556	1572	GasA	Ex	Y	SBrkr	1572	1096	0	2668	1	0	2	1	3	1	Ex	10	TF	2	BuiltIn	2003.0	Fin	3	467.756843	TA	TA	Y	220.765696	92.411046	51.864835	0	0	0	0	3	2008	WD	Normal	412500
162	163	20	RLD	95.0	12182	Paved	Reg	Lvl	AllPub	C	GS	NridgHt	Norm	Norm	1Fam	1Story	7	5	2005	2005	Gable	SS	VinylSd	VinylSd	BrkFace	226.0	Gd	TA	PC	Gd	TA	Mn	BLQ	1201	Unf	0	340	1541	GasA	Ex	Y	SBrkr	1541	0	0	1541	0	0	2	0	3	1	Gd	7	TF	1	Attchd	2005.0	RFn	2	540.797868	TA	TA	Y	-89.595063	-0.807916	57.804147	0	0	0	0	5	2010	New	Partial	220000
163	164	45	RLD	55.0	5500	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1.5Unf	4	6	1956	1956	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	882	882	GasA	Ex	Y	SBrkr	882	0	0	882	0	0	1	0	1	1	TA	4	TF	0	NaN	NaN	NaN	0	539.244770	NaN	NaN	Y	183.415038	170.661693	98.054586	0	0	0	0	4	2007	WD	Normal	103200
164	165	40	RMD	40.0	5400	Paved	Reg	Lvl	AllPub	C	GS	OldTown	Norm	Norm	1Fam	1Story	6	7	1926	2004	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	BT	TA	TA	Mn	LwQ	370	Unf	0	779	1149	GasA	Gd	Y	FuseA	1149	467	0	1616	0	0	2	0	3	1	Gd	5	TF	0	Detchd	1926.0	Unf	1	673.585535	TA	TA	Y	115.849671	-46.025139	6.653970	0	0	0	0	10	2007	WD	Normal	152000
165	166	190	RLD	62.0	10106	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	2fmCon	1.5Fin	5	7	1940	1999	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	Gd	BT	TA	TA	No	ALQ	351	Rec	181	112	644	GasA	Gd	Y	SBrkr	808	547	0	1355	1	0	2	0	4	2	TA	6	TF	0	NaN	NaN	NaN	0	551.502429	NaN	NaN	Y	-177.705378	-19.567277	-40.026882	0	0	0	0	9	2008	WD	Normal	127500
166	167	20	RLD	NaN	10708	Paved	IR1	Lvl	AllPub	I	GS	ClearCr	Norm	Norm	1Fam	1Story	5	5	1955	1993	Hip	SS	Wd Sdng	Wd Sdng	None	0.0	Gd	TA	CB	TA	TA	No	LwQ	379	BLQ	768	470	1617	GasA	Ex	Y	FuseA	1867	0	0	1867	1	0	1	0	2	1	TA	7	TF	3	Attchd	1955.0	Fin	1	465.854517	TA	TA	Y	32.695515	187.346591	120.782829	0	142	0	0	11	2009	COD	Normal	190000
167	168	60	RLD	86.0	10562	Paved	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	2Story	8	5	2007	2007	Gable	SS	VinylSd	VinylSd	Stone	300.0	Gd	TA	PC	Ex	TA	No	GLQ	1288	Unf	0	294	1582	GasA	Ex	Y	SBrkr	1610	551	0	2161	1	0	1	1	3	1	Ex	8	TF	1	Attchd	2007.0	Fin	3	438.166485	TA	TA	Y	21.933706	-17.956123	-20.956765	0	0	0	0	11	2007	New	Partial	325624
168	169	60	RLD	62.0	8244	Paved	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	7	5	2004	2004	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	840	840	GasA	Ex	Y	SBrkr	840	880	0	1720	0	0	2	1	3	1	Gd	7	TF	1	Attchd	2004.0	Fin	2	633.240680	TA	TA	Y	207.453113	64.673053	-22.979469	0	0	0	0	5	2007	WD	Normal	183500
169	170	20	RLD	NaN	16669	Paved	IR1	Lvl	AllPub	C	GS	Timber	Norm	Norm	1Fam	1Story	8	6	1981	1981	Hip	WS	Plywood	Plywood	BrkFace	653.0	Gd	TA	CB	Gd	TA	No	Unf	0	Unf	0	1686	1686	GasA	TA	Y	SBrkr	1707	0	0	1707	0	0	2	1	2	1	TA	6	TF	1	Attchd	1981.0	RFn	2	612.641273	TA	TA	Y	62.047284	217.124116	7.505634	0	0	0	0	1	2006	WD	Normal	228000
170	171	50	RMD	NaN	12358	Paved	IR1	Lvl	AllPub	I	GS	OldTown	Feedr	Norm	1Fam	1.5Fin	5	6	1941	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Rec	360	Unf	0	360	720	GasA	TA	Y	SBrkr	854	0	528	1382	0	0	1	1	2	1	TA	7	TF	0	Detchd	1991.0	Unf	2	460.841506	TA	TA	Y	187.672319	17.323913	-47.988925	0	0	0	0	5	2007	WD	Normal	128500
171	172	20	RLD	141.0	31770	Paved	IR1	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	6	5	1960	1960	Hip	SS	BrkFace	Plywood	Stone	112.0	TA	TA	CB	TA	Gd	Gd	BLQ	639	Unf	0	441	1080	GasA	Fa	Y	SBrkr	1656	0	0	1656	1	0	1	0	3	1	TA	7	TF	2	Attchd	1960.0	Fin	2	629.518283	TA	TA	P	153.910808	21.870530	85.532689	0	0	0	0	5	2010	WD	Normal	215000
172	173	160	RLD	44.0	5306	Paved	IR1	Lvl	AllPub	I	GS	StoneBr	Norm	Norm	TwnhsE	2Story	7	7	1987	1987	Gable	SS	HdBoard	HdBoard	None	0.0	Gd	Gd	PC	Gd	Gd	No	GLQ	495	Rec	215	354	1064	GasA	Gd	Y	SBrkr	1064	703	0	1767	1	0	2	0	2	1	Gd	5	TF	1	Attchd	1987.0	RFn	2	464.514878	Gd	TA	Y	311.062924	78.783674	55.534738	0	0	0	0	6	2006	WD	Normal	239000
173	174	20	RLD	80.0	10197	Paved	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	5	1961	1961	Gable	SS	WdShing	Wd Shng	BrkCmn	491.0	TA	TA	CB	TA	TA	No	ALQ	288	Rec	374	700	1362	GasA	TA	Y	SBrkr	1362	0	0	1362	1	0	1	1	3	1	TA	6	TF	1	Attchd	1961.0	Unf	2	897.401783	TA	TA	Y	252.994360	87.216016	-113.708008	0	0	0	0	6	2008	COD	Normal	163000
174	175	20	RLD	47.0	12416	Paved	IR1	Lvl	AllPub	I	GS	Timber	Norm	Norm	1Fam	1Story	6	5	1986	1986	Gable	SS	VinylSd	Plywood	Stone	132.0	TA	TA	CB	Gd	Fa	No	ALQ	1398	LwQ	208	0	1606	GasA	TA	Y	SBrkr	1651	0	0	1651	1	0	2	0	3	1	TA	7	MD2	1	Attchd	1986.0	Fin	2	542.401023	TA	TA	Y	111.161578	88.615821	25.293584	0	0	0	0	11	2008	WD	Normal	184000
175	176	20	RLD	84.0	12615	Paved	Reg	Lvl	AllPub	C	GS	Edwards	Norm	Norm	1Fam	1Story	6	7	1950	2001	Gable	SS	WdShing	Wd Shng	None	0.0	TA	TA	CB	TA	Gd	Av	ALQ	477	Unf	0	725	1202	GasA	TA	Y	SBrkr	2158	0	0	2158	1	0	2	0	4	1	Gd	7	TF	1	Attchd	1950.0	Unf	2	516.899613	TA	TA	Y	284.046734	89.527962	11.052209	0	0	0	0	6	2007	WD	Normal	243000
176	177	60	RLD	97.0	10029	Paved	IR1	Lvl	AllPub	C	GS	ClearCr	Norm	Norm	1Fam	2Story	6	5	1988	1989	Gable	SS	Plywood	Plywood	BrkFace	268.0	Gd	TA	PC	Gd	TA	No	GLQ	831	Unf	0	320	1151	GasA	TA	Y	SBrkr	1164	896	0	2060	0	1	2	1	4	1	TA	8	TF	1	Attchd	1988.0	Unf	2	257.352391	TA	TA	Y	139.895582	46.772195	57.020633	0	192	0	0	9	2007	WD	Normal	211000
177	178	50	RLD	NaN	13650	Paved	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1.5Fin	5	5	1958	1958	Gable	SS	MetalSd	MetalSd	None	0.0	Gd	Gd	CB	TA	TA	No	ALQ	57	BLQ	441	554	1052	GasA	Ex	Y	SBrkr	1252	668	0	1920	1	0	2	0	4	1	Gd	8	TF	1	Attchd	1958.0	Unf	2	664.623584	TA	TA	Y	-48.881523	124.265585	42.319275	0	0	0	0	7	2006	WD	Normal	172500
178	179	20	RLD	63.0	17423	Paved	IR1	Lvl	AllPub	CulDSac	GS	StoneBr	Norm	Norm	1Fam	1Story	9	5	2008	2009	Hip	SS	VinylSd	VinylSd	Stone	748.0	Ex	TA	PC	Ex	TA	No	GLQ	1904	Unf	0	312	2216	GasA	Ex	Y	SBrkr	2234	0	0	2234	1	0	2	0	1	1	Ex	9	TF	1	Attchd	2009.0	Fin	3	286.594311	TA	TA	Y	148.575176	-4.938656	-12.751716	0	0	0	0	7	2009	New	Partial	501837
179	180	30	RMD	60.0	8520	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1Story	5	6	1923	2006	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	Gd	TA	CB	TA	TA	No	Unf	0	Unf	0	968	968	GasA	TA	Y	SBrkr	968	0	0	968	0	0	1	0	2	1	TA	5	TF	0	Detchd	1935.0	Unf	2	344.160960	Fa	TA	N	38.996768	28.809955	37.149681	0	0	0	0	7	2007	WD	Normal	100000
180	181	160	FVR	NaN	2117	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	Twnhs	2Story	6	5	2000	2000	Gable	SS	MetalSd	MetalSd	BrkFace	456.0	Gd	TA	PC	Gd	TA	No	GLQ	436	Unf	0	320	756	GasA	Ex	Y	SBrkr	769	756	0	1525	0	0	2	1	3	1	Gd	5	TF	1	Detchd	2000.0	Unf	2	839.687521	TA	TA	Y	106.911869	73.998944	-13.079075	0	0	0	0	6	2007	WD	Normal	177000
181	182	70	RLD	54.0	7588	Paved	Reg	Lvl	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	2Story	7	6	1920	1950	Gable	SS	Stucco	Stucco	None	0.0	TA	TA	BT	Fa	TA	No	LwQ	352	Unf	0	441	793	GasA	Gd	Y	SBrkr	901	901	0	1802	0	0	1	1	4	1	TA	9	TF	1	Detchd	1920.0	Unf	1	24.101618	Fa	TA	Y	157.721997	55.893092	40.137748	0	0	0	0	7	2006	WD	Normal	200100
182	183	20	RLD	60.0	9060	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Artery	Norm	1Fam	1Story	5	6	1957	2006	Hip	SS	Wd Sdng	Wd Sdng	BrkFace	98.0	TA	TA	PC	NaN	NaN	NaN	NaN	0	NaN	0	0	0	GasA	Ex	Y	SBrkr	1340	0	0	1340	0	0	1	0	3	1	TA	7	TF	1	Attchd	1957.0	RFn	1	745.119900	TA	TA	Y	225.690756	146.440457	7.470701	180	0	0	0	6	2007	WD	Normal	120000
183	184	50	RMD	63.0	11426	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1.5Fin	7	5	2003	2003	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0	Unf	0	1362	1362	GasA	Ex	Y	SBrkr	1362	720	0	2082	0	0	2	1	3	1	Gd	6	MD	0	Detchd	2003.0	Unf	2	530.647972	TA	TA	N	222.889858	-59.631661	121.095690	0	0	0	0	6	2008	WD	Normal	200000
184	185	50	RLD	92.0	7438	Paved	IR1	Lvl	AllPub	I	GS	BrkSide	RRAn	Feedr	1Fam	1.5Fin	5	8	1908	1991	Gable	SS	AsbShng	Plywood	None	0.0	TA	TA	PC	Fa	TA	No	Unf	0	Unf	0	504	504	GasA	Gd	Y	SBrkr	936	316	0	1252	0	0	1	0	3	1	TA	5	TF	0	Attchd	1986.0	Unf	2	480.007529	TA	TA	Y	271.560015	81.111305	-16.469120	0	0	0	0	6	2006	WD	Normal	127000
185	186	75	RMD	90.0	22950	Paved	IR2	Lvl	AllPub	I	GS	OldTown	Artery	Norm	1Fam	2.5Fin	10	9	1892	1993	Gable	WSh	Wd Sdng	Wd Sdng	None	0.0	Gd	Gd	BT	TA	TA	Mn	Unf	0	Unf	0	1107	1107	GasA	Ex	Y	SBrkr	1518	1518	572	3608	0	0	2	1	4	1	Ex	12	TF	2	Detchd	1993.0	Unf	3	454.743632	Ex	TA	Y	192.300758	28.778159	28.453881	0	410	0	0	6	2006	WD	Normal	475000
186	187	80	RLD	NaN	9947	Paved	IR1	Lvl	AllPub	CulDSac	GS	Mitchel	Norm	Norm	1Fam	SLvl	7	5	1990	1991	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	PC	Gd	TA	Av	GLQ	611	Unf	0	577	1188	GasA	Ex	Y	SBrkr	1217	0	0	1217	1	0	2	0	3	1	Gd	6	TF	0	Attchd	1990.0	Unf	2	418.891251	TA	TA	Y	-42.539043	141.342491	-104.454429	0	0	0	0	6	2009	WD	Normal	173000
187	188	50	RLD	60.0	10410	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1.5Fin	5	7	1916	1987	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	Fa	TA	No	Unf	0	Unf	0	660	660	GasA	Ex	Y	SBrkr	808	704	144	1656	0	0	2	1	3	1	TA	8	MD2	0	Detchd	1916.0	Unf	1	474.576879	Fa	Fa	N	-151.283268	116.744556	72.747082	140	0	0	0	8	2009	WD	Normal	135000
188	189	90	RLD	64.0	7018	Paved	Reg	Bnk	AllPub	I	GS	SawyerW	Feedr	Norm	Duplex	SFoyer	5	5	1979	1979	Gable	SS	Plywood	Plywood	Stone	275.0	TA	TA	CB	Gd	TA	Av	GLQ	1086	Unf	0	0	1086	GasA	TA	Y	SBrkr	1224	0	0	1224	2	0	0	2	2	2	TA	6	TF	2	Detchd	1979.0	Unf	2	464.912274	TA	TA	Y	154.841932	88.038645	149.503845	0	0	0	0	6	2009	WD	Alloca	153337
189	190	120	RLD	41.0	4923	Paved	Reg	Lvl	AllPub	I	GS	StoneBr	Norm	Norm	TwnhsE	1Story	8	5	2001	2002	Gable	SS	CemntBd	CmentBd	None	0.0	Gd	TA	PC	Ex	TA	Av	GLQ	1153	Unf	0	440	1593	GasA	Ex	Y	SBrkr	1593	0	0	1593	1	0	1	1	0	1	Ex	5	TF	1	Attchd	2001.0	Fin	2	796.342230	TA	TA	Y	-45.567609	100.390476	-58.196685	0	224	0	0	8	2008	WD	Normal	286000
190	191	70	RLD	70.0	10570	Paved	Reg	Bnk	AllPub	I	MS	Crawfor	Norm	Norm	1Fam	2Story	8	8	1932	1994	Hip	SS	BrkFace	BrkFace	None	0.0	Gd	TA	CB	Gd	Gd	No	Rec	297	Unf	0	556	853	GasA	TA	Y	SBrkr	1549	1178	0	2727	0	0	2	1	3	1	Gd	10	MajD1	2	Detchd	1932.0	Unf	2	602.270908	TA	TA	Y	122.163657	92.091379	55.764561	0	0	0	0	12	2007	WD	Normal	315000
191	192	60	RLD	NaN	7472	Paved	IR1	Lvl	AllPub	CulDSac	GS	NAmes	Norm	Norm	1Fam	2Story	7	9	1972	2004	Gable	SS	HdBoard	HdBoard	BrkFace	138.0	TA	TA	CB	TA	TA	No	ALQ	626	Unf	0	99	725	GasA	Gd	Y	SBrkr	725	754	0	1479	1	0	1	1	4	1	Gd	7	TF	0	Attchd	1972.0	Fin	2	515.201190	TA	TA	Y	-65.715888	39.867953	29.350345	0	0	0	0	6	2007	WD	Normal	184000
192	193	20	RLD	68.0	9017	Paved	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	1999	1999	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	GLQ	560	Unf	0	871	1431	GasA	Ex	Y	SBrkr	1431	0	0	1431	1	0	2	0	3	1	Gd	6	TF	0	Attchd	1999.0	Fin	2	401.669056	TA	TA	Y	-172.316903	-38.348563	158.686668	0	0	0	0	9	2009	WD	Normal	192000
193	194	160	RMD	24.0	2522	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	Twnhs	2Story	7	5	2004	2004	Gable	SS	VinylSd	VinylSd	Stone	50.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	970	970	GasA	Ex	Y	SBrkr	970	739	0	1709	0	0	2	0	3	1	Gd	7	MajD1	0	Detchd	2004.0	Unf	2	-81.843899	TA	TA	Y	69.964179	-9.676807	-38.013168	0	0	0	0	5	2006	WD	Normal	130000
194	195	20	RLD	60.0	7180	Paved	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	5	7	1972	1972	Hip	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	Av	ALQ	390	Unf	0	474	864	GasA	TA	Y	SBrkr	864	0	0	864	0	0	1	0	3	1	TA	5	TF	0	Detchd	1989.0	Unf	1	523.863768	TA	TA	Y	-4.846617	7.658821	-12.580997	0	0	0	0	5	2008	WD	Normal	127000
195	196	160	RLD	24.0	2280	Paved	Reg	Lvl	AllPub	FR2P	GS	NPkVill	Norm	Norm	Twnhs	2Story	6	6	1976	1976	Gable	SS	Plywood	Brk Cmn	None	0.0	TA	TA	CB	Gd	TA	No	ALQ	566	Unf	0	289	855	GasA	TA	Y	SBrkr	855	601	0	1456	0	0	2	1	3	1	TA	7	TF	1	Attchd	1976.0	Unf	2	390.472423	TA	TA	Y	64.498713	110.538349	55.259669	0	0	0	0	7	2009	WD	Normal	148500
196	197	20	RLD	79.0	9416	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	7	5	2007	2007	Hip	SS	CemntBd	CmentBd	Stone	205.0	Ex	TA	PC	Ex	TA	No	GLQ	1126	Unf	0	600	1726	GasA	Ex	Y	SBrkr	1726	0	0	1726	1	0	2	0	3	1	Ex	8	TF	1	Attchd	2007.0	Fin	3	262.174147	TA	TA	Y	65.404440	119.123327	87.453452	0	266	0	0	9	2007	New	Partial	311872
197	198	75	RLD	174.0	25419	Paved	Reg	Lvl	AllPub	C	GS	NAmes	Artery	Norm	1Fam	2Story	8	4	1918	1990	Gable	SS	Stucco	Stucco	None	0.0	Gd	Gd	PC	TA	TA	No	GLQ	1036	LwQ	184	140	1360	GasA	Gd	Y	SBrkr	1360	1360	392	3112	1	1	2	0	4	1	Gd	8	TF	1	Detchd	1918.0	Unf	2	245.846886	TA	TA	Y	233.305621	-187.149958	-38.524001	0	0	512	0	3	2006	WD	Abnorml	235000
198	199	75	RMD	92.0	5520	Paved	Reg	Lvl	AllPub	C	GS	OldTown	Norm	Norm	1Fam	2.5Fin	6	6	1912	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	755	755	GasA	Ex	Y	SBrkr	929	929	371	2229	0	0	1	0	5	1	TA	8	TF	0	NaN	NaN	NaN	0	715.481624	NaN	NaN	Y	203.367129	65.813317	-89.866112	0	0	0	0	7	2009	WD	Abnorml	104000
199	200	20	RLD	76.0	9591	Paved	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	1Story	8	5	2004	2005	Hip	SS	VinylSd	VinylSd	BrkFace	262.0	Gd	TA	PC	Ex	TA	Av	GLQ	1088	Unf	0	625	1713	GasA	Ex	Y	SBrkr	1713	0	0	1713	1	0	2	0	3	1	Ex	7	TF	1	Attchd	2004.0	Fin	3	286.054432	TA	TA	Y	129.762931	-23.250380	91.926032	0	170	0	0	1	2009	WD	Normal	274900
200	201	20	RMD	80.0	8546	Paved	Reg	Lvl	AllPub	C	GS	Edwards	Norm	Norm	1Fam	1Story	4	5	2003	2004	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0	Unf	0	1121	1121	GasA	Ex	Y	SBrkr	1121	0	0	1121	0	0	2	0	2	1	TA	5	TF	0	Attchd	2003.0	RFn	2	869.140792	TA	TA	Y	217.686179	77.207929	-120.821464	0	0	0	0	3	2010	WD	Normal	140000
201	202	20	RLD	75.0	10125	Paved	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	1Story	6	6	1977	1977	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	TA	TA	No	ALQ	641	LwQ	279	276	1196	GasA	TA	Y	SBrkr	1279	0	0	1279	0	1	2	0	3	1	TA	6	TF	2	Detchd	1980.0	Unf	2	675.303225	TA	TA	Y	336.819878	135.159880	62.553511	0	0	0	0	2	2008	WD	Normal	171500
202	203	50	RLD	50.0	7000	Paved	Reg	Lvl	AllPub	C	GS	OldTown	Artery	Norm	1Fam	1.5Fin	6	6	1924	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	BT	Fa	TA	No	LwQ	617	Unf	0	0	617	GasA	Gd	Y	SBrkr	865	445	0	1310	0	0	2	0	2	1	TA	6	MD1	0	Attchd	1924.0	Unf	1	343.563804	TA	TA	Y	228.464689	-71.013048	80.188562	0	0	0	0	5	2006	COD	Normal	112000
203	204	120	RMD	NaN	4438	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	TwnhsE	1Story	6	5	2004	2004	Gable	SS	VinylSd	VinylSd	BrkFace	205.0	Gd	TA	PC	Gd	TA	Av	GLQ	662	Unf	0	186	848	GasA	Ex	Y	SBrkr	848	0	0	848	1	0	1	0	1	1	Gd	3	TF	1	Attchd	2004.0	RFn	2	756.446834	TA	TA	Y	10.889601	89.895169	105.302479	0	0	0	0	1	2008	WD	Normal	149000
204	205	50	RMD	50.0	3500	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1.5Fin	5	7	1947	1950	Gable	SS	AsbShng	AsbShng	None	0.0	TA	TA	CB	TA	TA	No	LwQ	312	Unf	0	408	720	GasA	TA	Y	SBrkr	720	564	0	1284	0	0	1	1	2	1	TA	5	TF	0	Detchd	1948.0	Unf	1	796.476102	TA	TA	Y	221.506492	108.437165	-86.579343	0	0	0	0	4	2009	WD	Normal	110000
205	206	20	RLD	99.0	11851	Paved	Reg	Lvl	AllPub	C	GS	Gilbert	Norm	Norm	1Fam	1Story	7	5	1990	1990	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0	Unf	0	1424	1424	GasA	Ex	Y	SBrkr	1442	0	0	1442	0	0	2	0	3	1	TA	5	TF	0	Attchd	1990.0	RFn	2	759.273804	TA	TA	Y	-29.361806	-8.746207	90.801592	508	0	0	0	5	2009	WD	Normal	180500
206	207	20	RLD	40.0	13673	Paved	IR1	Lvl	AllPub	CulDSac	GS	Sawyer	RRAe	Norm	1Fam	1Story	5	5	1962	1962	Gable	SS	HdBoard	HdBoard	None	0.0	TA	Gd	CB	TA	TA	No	Unf	0	Unf	0	1140	1140	GasA	TA	Y	SBrkr	1696	0	0	1696	0	0	1	1	3	1	TA	8	MD2	1	Attchd	1962.0	RFn	1	591.361538	TA	TA	Y	203.108485	10.903987	2.506054	0	0	0	0	3	2007	WD	Normal	143900
207	208	20	RLD	NaN	12493	Paved	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	4	5	1960	1960	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	PC	TA	TA	No	ALQ	419	Rec	306	375	1100	GasA	TA	Y	SBrkr	1100	0	0	1100	1	0	1	0	3	1	TA	6	TF	1	Attchd	1960.0	RFn	1	603.743528	TA	TA	Y	429.734169	78.839903	-47.922615	0	0	0	0	4	2008	WD	Normal	141000
208	209	60	RLD	NaN	14364	Paved	IR1	Low	AllPub	I	MS	SawyerW	Norm	Norm	1Fam	2Story	7	5	1988	1989	Gable	SS	Plywood	Plywood	BrkFace	128.0	Gd	TA	CB	Gd	TA	Gd	GLQ	1065	Unf	0	92	1157	GasA	Ex	Y	SBrkr	1180	882	0	2062	1	0	2	1	3	1	TA	7	TF	1	Attchd	1988.0	Fin	2	549.323177	TA	TA	Y	0.092241	-12.829621	-35.882419	0	154	0	0	4	2007	WD	Normal	277000
209	210	20	RLD	75.0	8250	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	7	1964	1964	Hip	SS	HdBoard	HdBoard	Stone	260.0	TA	TA	CB	Gd	TA	No	Rec	787	Unf	0	305	1092	GasA	Ex	Y	SBrkr	1092	0	0	1092	1	0	1	0	3	1	TA	6	TF	0	Attchd	1964.0	RFn	2	603.095631	TA	Gd	Y	260.885498	63.497410	90.402468	0	0	0	0	7	2008	WD	Normal	145000
210	211	30	RLD	67.0	5604	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	5	6	1925	1950	Gable	SS	Stucco	Stucco	None	0.0	TA	TA	CB	TA	TA	No	Rec	468	Unf	0	396	864	GasA	TA	N	FuseA	864	0	0	864	1	0	1	0	2	1	TA	5	TF	0	NaN	NaN	NaN	0	479.210171	NaN	NaN	Y	-87.123118	38.868994	21.001506	0	0	0	0	4	2008	WD	Normal	98000
211	212	20	RLD	83.0	10420	Paved	Reg	Lvl	AllPub	C	GS	Edwards	Norm	Norm	1Fam	1Story	6	5	2009	2009	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	Mn	GLQ	36	Unf	0	1176	1212	GasA	Ex	Y	SBrkr	1212	0	0	1212	0	0	2	0	3	1	Gd	6	TF	0	Attchd	2009.0	RFn	2	536.128675	TA	TA	Y	212.201669	107.452468	-112.578673	0	0	0	0	3	2010	WD	Normal	186000
212	213	60	FVR	72.0	8640	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	2Story	7	5	2009	2009	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	GLQ	822	Unf	0	78	900	GasA	Ex	Y	SBrkr	932	920	0	1852	1	0	2	1	3	1	Gd	7	TF	1	Attchd	2009.0	RFn	2	535.681498	TA	TA	Y	75.970767	93.844425	26.410327	0	0	0	0	7	2009	New	Partial	252678
213	214	20	RLD	43.0	13568	Paved	IR2	Lvl	AllPub	CulDSac	GS	CollgCr	Norm	Norm	1Fam	1Story	5	5	1995	1995	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	ALQ	716	Unf	0	274	990	GasA	Ex	Y	SBrkr	990	0	0	990	0	1	1	0	3	1	TA	5	TF	0	Attchd	1996.0	Unf	2	402.319423	TA	TA	Y	79.308893	48.042269	-96.131176	0	0	0	0	7	2006	WD	Normal	156000
214	215	60	RLD	NaN	10900	Paved	IR1	Lvl	AllPub	FR2P	GS	CollgCr	Norm	Norm	1Fam	2Story	6	7	1977	1977	Gable	SS	HdBoard	HdBoard	BrkFace	153.0	TA	TA	CB	Gd	TA	No	GLQ	378	Unf	0	311	689	GasA	Ex	Y	SBrkr	689	703	0	1392	0	0	1	1	3	1	TA	6	TF	0	Attchd	1977.0	Fin	1	282.191286	TA	TA	Y	419.919982	-49.535968	19.151740	0	0	0	450	3	2010	WD	Normal	161750
215	216	20	RLD	72.0	10011	Paved	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1957	1996	Gable	SS	HdBoard	HdBoard	BrkFace	64.0	TA	TA	CB	TA	TA	No	BLQ	360	Unf	0	710	1070	GasA	TA	Y	SBrkr	1236	0	0	1236	0	1	1	0	2	1	Gd	6	MD1	1	Attchd	1957.0	Unf	1	374.382046	TA	TA	Y	109.733218	45.853593	68.472002	0	0	0	0	5	2006	WD	Normal	134450
216	217	20	RLD	65.0	8450	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2004	2004	Gable	SS	VinylSd	VinylSd	BrkFace	266.0	Gd	TA	PC	Gd	TA	Mn	GLQ	946	Unf	0	490	1436	GasA	Ex	Y	SBrkr	1436	0	0	1436	1	0	2	0	3	1	Gd	8	TF	0	Attchd	2004.0	Unf	2	462.858897	TA	TA	Y	-132.246526	71.644138	64.585490	0	0	0	0	4	2008	WD	Normal	210000
217	218	70	RMD	57.0	9906	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	2Story	4	4	1925	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	686	686	GasA	Fa	N	SBrkr	810	518	0	1328	0	0	1	0	3	1	TA	8	TF	0	Detchd	1940.0	Unf	1	691.734715	TA	TA	Y	16.598137	7.107563	-126.859241	0	0	0	0	9	2006	WD	Family	107000
218	219	50	RLD	NaN	15660	Paved	IR1	Lvl	AllPub	C	GS	Crawfor	Norm	Norm	1Fam	1.5Fin	7	9	1939	2006	Gable	SS	VinylSd	VinylSd	BrkFace	312.0	Gd	Gd	CB	TA	TA	No	BLQ	341	Unf	0	457	798	GasA	Ex	Y	SBrkr	1137	817	0	1954	0	1	1	1	3	1	Gd	8	TF	2	Attchd	1939.0	Unf	2	702.958424	TA	TA	Y	101.099127	123.649633	-88.648881	0	0	0	0	5	2008	WD	Normal	311500
219	220	120	RLD	43.0	3010	Paved	Reg	Lvl	AllPub	I	GS	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2005	2006	Gable	SS	VinylSd	VinylSd	BrkFace	16.0	Gd	TA	PC	Gd	TA	Av	GLQ	16	Unf	0	1232	1248	GasA	Ex	Y	SBrkr	1248	0	0	1248	0	0	2	0	2	1	Gd	5	TF	0	Attchd	2005.0	Fin	2	260.557334	TA	TA	Y	157.403297	-58.559659	174.530024	0	0	0	0	3	2006	New	Partial	167240
220	221	20	RLD	73.0	8990	Paved	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2006	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Mn	Unf	0	Unf	0	1498	1498	GasA	Ex	Y	SBrkr	1498	0	0	1498	0	0	2	0	2	1	Gd	5	TF	0	Attchd	2006.0	RFn	2	540.006715	TA	TA	Y	122.126697	11.308684	144.332034	0	0	0	0	4	2006	New	Partial	204900
221	222	60	RLD	NaN	8068	Paved	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	2002	2002	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	1010	1010	GasA	Ex	Y	SBrkr	1010	1257	0	2267	0	0	2	1	4	1	Gd	8	TF	1	BuiltIn	2002.0	RFn	2	354.123902	TA	TA	Y	125.696310	-7.826038	-93.794445	0	0	0	0	12	2009	ConLI	Normal	200000
222	223	60	RLD	85.0	11475	Paved	Reg	Lvl	AllPub	I	GS	NWAmes	RRAn	Norm	1Fam	2Story	6	6	1975	1975	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	Gd	TA	No	ALQ	550	Unf	0	163	713	GasA	TA	Y	SBrkr	811	741	0	1552	1	0	2	1	3	1	TA	6	TF	1	Attchd	1975.0	RFn	2	465.446029	TA	TA	Y	108.644542	-12.240586	41.683749	0	0	0	0	2	2006	WD	Normal	179900
223	224	20	RLD	70.0	10500	Paved	Reg	Lvl	AllPub	FR2P	GS	NAmes	Norm	Norm	1Fam	1Story	4	6	1971	1971	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	ALQ	524	LwQ	180	160	864	GasA	Gd	Y	SBrkr	864	0	0	864	0	0	1	0	2	1	TA	4	TF	0	Detchd	1989.0	Unf	2	678.095888	TA	TA	Y	396.315698	-42.008869	6.265580	0	0	0	0	3	2009	WD	Abnorml	97000
224	225	20	RLD	103.0	13472	Paved	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	1Story	10	5	2003	2003	Hip	SS	VinylSd	VinylSd	BrkFace	922.0	Ex	TA	PC	Ex	TA	Gd	GLQ	56	Unf	0	2336	2392	GasA	Ex	Y	SBrkr	2392	0	0	2392	0	0	2	0	3	1	Ex	8	TF	1	Attchd	2003.0	Fin	3	538.020391	TA	TA	Y	-122.445240	13.280539	11.196911	0	0	0	0	6	2009	WD	Normal	386250
225	226	160	RMD	21.0	1680	Paved	Reg	Lvl	AllPub	I	GS	BrDale	Norm	Norm	Twnhs	2Story	5	5	1971	1971	Gable	SS	HdBoard	HdBoard	BrkFace	142.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	630	630	GasA	TA	Y	SBrkr	630	672	0	1302	0	0	2	1	3	1	TA	6	TF	0	Detchd	1991.0	Unf	1	665.497724	TA	TA	Y	-136.678256	133.347143	128.101544	0	0	0	0	5	2009	COD	Abnorml	112000
226	227	60	RLD	82.0	9950	Paved	IR1	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	2Story	7	5	1995	1995	Gable	SS	VinylSd	VinylSd	BrkFace	290.0	Gd	TA	PC	Gd	TA	No	GLQ	565	Unf	0	638	1203	GasA	Ex	Y	SBrkr	1214	1306	0	2520	0	0	2	1	4	1	Gd	9	TF	1	Attchd	1995.0	RFn	3	251.490626	TA	TA	Y	-35.814215	21.045157	182.768954	0	0	0	0	6	2007	WD	Abnorml	290000
227	228	160	RMD	21.0	1869	Paved	Reg	Lvl	AllPub	I	GS	BrDale	Norm	Norm	Twnhs	2Story	6	6	1970	1970	Gable	SS	HdBoard	HdBoard	BrkFace	127.0	TA	TA	CB	TA	TA	No	Rec	321	Unf	0	162	483	GasA	TA	Y	SBrkr	483	504	0	987	0	0	1	1	2	1	TA	5	TF	0	Detchd	1987.0	Unf	1	616.209228	TA	TA	Y	21.667361	-143.679195	32.709538	0	0	0	0	9	2008	WD	Normal	106000
228	229	20	RLD	70.0	8521	Paved	Reg	Lvl	AllPub	FR2P	GS	Sawyer	Feedr	Norm	1Fam	1Story	5	5	1967	1967	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	ALQ	842	Unf	0	70	912	GasA	TA	Y	SBrkr	912	0	0	912	0	0	1	0	3	1	TA	5	TF	1	Detchd	1974.0	Unf	1	684.022026	TA	TA	Y	159.998907	116.867818	106.053658	0	0	0	0	5	2010	WD	Normal	125000
229	230	120	RLD	43.0	3182	Paved	Reg	Lvl	AllPub	I	GS	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2005	2006	Gable	SS	VinylSd	VinylSd	BrkFace	16.0	Gd	TA	PC	Gd	TA	Av	GLQ	16	Unf	0	1357	1373	GasA	Ex	Y	SBrkr	1555	0	0	1555	0	0	2	0	2	1	Gd	7	TF	1	Attchd	2005.0	Fin	2	257.708995	TA	TA	Y	161.258298	123.907827	-6.937894	0	0	0	0	5	2009	WD	Normal	192500
230	231	20	RLD	73.0	8760	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	6	1959	1959	Hip	SS	MetalSd	MetalSd	BrkFace	220.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	1194	1194	GasA	TA	Y	SBrkr	1194	0	0	1194	1	0	1	0	3	1	TA	6	TF	0	Attchd	1959.0	RFn	1	611.789658	TA	TA	Y	-80.905063	93.856104	16.665875	0	0	0	0	4	2010	WD	Normal	148000
231	232	60	RLD	174.0	15138	Paved	IR1	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	2Story	8	5	1995	1996	Gable	SS	VinylSd	VinylSd	BrkFace	506.0	Gd	TA	PC	Gd	TA	No	GLQ	689	Unf	0	773	1462	GasA	Ex	Y	SBrkr	1490	1304	0	2794	1	0	2	1	4	1	Ex	9	TF	1	Attchd	1995.0	Fin	3	103.885670	TA	TA	Y	213.288557	-153.440627	49.979600	0	0	0	0	7	2009	WD	Normal	403000
232	233	160	RMD	21.0	1680	Paved	Reg	Lvl	AllPub	I	GS	BrDale	Norm	Norm	Twnhs	2Story	6	5	1972	1972	Gable	SS	HdBoard	HdBoard	BrkFace	297.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	483	483	GasA	TA	Y	SBrkr	483	504	0	987	0	0	1	1	2	1	TA	5	TF	1	Attchd	1972.0	Unf	1	374.351127	TA	TA	Y	264.815732	66.033994	113.548390	0	0	0	0	6	2006	WD	Normal	94500
233	234	20	RLD	75.0	10650	Paved	Reg	Lvl	AllPub	C	GS	CollgCr	Norm	Norm	1Fam	1Story	5	6	1976	1976	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	Gd	Av	LwQ	182	ALQ	712	0	894	GasA	TA	Y	SBrkr	894	0	0	894	1	0	1	0	3	1	TA	5	TF	0	Attchd	1976.0	Unf	1	345.100400	TA	TA	Y	141.588156	71.224306	82.367514	0	0	0	0	2	2010	WD	Normal	128200
234	235	60	RLD	NaN	7851	Paved	Reg	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	2002	2002	Gable	SS	VinylSd	VinylSd	NaN	NaN	Gd	TA	PC	Gd	TA	No	GLQ	625	Unf	0	235	860	GasA	Ex	Y	SBrkr	860	1100	0	1960	1	0	2	1	4	1	Gd	8	TF	2	BuiltIn	2002.0	Fin	2	434.794258	TA	TA	Y	289.475456	68.154208	81.115690	0	0	0	0	5	2010	WD	Normal	216500
235	236	160	RMD	21.0	1680	Paved	Reg	Lvl	AllPub	I	GS	BrDale	Norm	Norm	TwnhsE	2Story	6	3	1971	1971	Gable	SS	HdBoard	HdBoard	BrkFace	604.0	TA	TA	CB	TA	TA	No	ALQ	358	Unf	0	125	483	GasA	TA	Y	SBrkr	483	504	0	987	0	0	1	1	2	1	TA	5	TF	0	Detchd	1971.0	Unf	1	540.681243	TA	TA	Y	315.460428	-12.176509	65.914311	0	0	0	0	8	2008	WD	Normal	89500
236	237	20	RLD	65.0	8773	Paved	Reg	Lvl	AllPub	FR2P	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2004	2004	Gable	SS	VinylSd	VinylSd	BrkFace	98.0	Gd	TA	PC	Gd	TA	Av	GLQ	24	Unf	0	1390	1414	GasA	Ex	Y	SBrkr	1414	0	0	1414	0	0	2	0	3	1	Gd	6	TF	0	Attchd	2004.0	RFn	2	288.171923	TA	TA	Y	-5.344788	139.361119	87.408398	0	0	0	0	5	2010	WD	Normal	185500
237	238	60	RLD	NaN	9453	Paved	IR1	Lvl	AllPub	CulDSac	GS	SawyerW	RRNe	Norm	1Fam	2Story	7	7	1993	2003	Gable	SS	HdBoard	HdBoard	None	0.0	Gd	TA	PC	Gd	TA	No	BLQ	402	Unf	0	594	996	GasA	Ex	Y	SBrkr	1014	730	0	1744	0	0	2	1	3	1	Gd	7	TF	0	Attchd	1993.0	RFn	2	442.040707	TA	TA	Y	125.833589	119.068514	57.843996	238	0	0	0	2	2010	WD	Normal	194500
238	239	20	RLD	93.0	12030	Paved	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	1Story	8	5	2007	2007	Hip	SS	VinylSd	VinylSd	BrkFace	254.0	Ex	TA	PC	Ex	TA	No	Unf	0	Unf	0	1694	1694	GasA	Ex	Y	SBrkr	1694	0	0	1694	0	0	2	0	3	1	Gd	7	TF	0	Attchd	2007.0	Fin	3	369.501452	TA	TA	Y	138.986318	18.118963	16.795703	0	0	0	0	12	2007	New	Partial	318000
239	240	50	RLD	52.0	8741	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1.5Fin	6	4	1945	1950	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	Fa	No	LwQ	94	Unf	0	641	735	GasA	TA	Y	FuseA	798	689	0	1487	0	0	1	1	3	1	TA	7	TF	1	Detchd	1949.0	Unf	1	237.056161	TA	TA	Y	73.034255	59.155503	-48.797904	0	0	0	0	4	2010	WD	Normal	113000
240	241	20	FVR	75.0	9000	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	8	5	2008	2008	Gable	SS	VinylSd	VinylSd	Stone	36.0	Gd	TA	PC	Gd	TA	Av	GLQ	1078	Unf	0	488	1566	GasA	Ex	Y	SBrkr	1566	0	0	1566	1	0	2	0	3	1	Gd	7	TF	0	Attchd	2008.0	RFn	2	456.013087	TA	TA	Y	24.813316	45.691755	-108.312416	0	0	0	0	4	2010	WD	Normal	262500
241	242	30	RMD	40.0	3880	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1Story	5	9	1945	1997	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	CB	TA	TA	No	ALQ	329	Unf	0	357	686	GasA	Gd	Y	SBrkr	866	0	0	866	0	0	1	0	2	1	Gd	4	TF	0	NaN	NaN	NaN	0	838.263100	NaN	NaN	Y	93.698974	-61.328149	-3.161706	0	0	0	0	8	2007	WD	Normal	110500
242	243	50	RMD	63.0	5000	Paved	Reg	Lvl	AllPub	C	GS	OldTown	Norm	Norm	1Fam	1.5Fin	5	4	1900	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	540	540	GasA	Gd	N	FuseA	889	551	0	1440	0	0	1	0	3	1	TA	6	TF	0	Attchd	1940.0	Unf	1	460.750999	Fa	TA	Y	53.489414	53.021807	26.510600	0	0	0	0	4	2006	WD	Normal	79000
243	244	160	RLD	75.0	10762	Paved	Reg	Lvl	AllPub	C	GS	SawyerW	Norm	Norm	TwnhsE	2Story	6	6	1980	1980	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	Gd	TA	No	Unf	0	Unf	0	626	626	GasA	TA	Y	SBrkr	626	591	0	1217	0	0	1	1	3	1	TA	6	TF	1	Attchd	1980.0	RFn	1	-112.363461	TA	TA	Y	39.368977	13.930571	87.701750	0	0	0	0	4	2009	WD	Normal	120000
244	245	60	RLD	NaN	8880	Paved	IR1	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	2Story	7	5	1994	2002	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	695	Unf	0	253	948	GasA	Ex	Y	SBrkr	1222	888	0	2110	1	0	2	1	3	1	Gd	8	TF	2	Attchd	1994.0	RFn	2	745.221373	TA	TA	Y	63.442407	-22.850046	-28.698502	0	0	0	0	5	2010	WD	Normal	205000
245	246	20	RLD	80.0	10400	Paved	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	1Story	7	5	1988	1988	Gable	SS	Wd Sdng	Wd Sdng	BrkFace	102.0	TA	TA	CB	Gd	TA	Av	GLQ	929	Unf	0	916	1845	GasA	Gd	Y	SBrkr	1872	0	0	1872	0	1	2	0	3	1	TA	6	TF	1	Attchd	1988.0	Fin	2	626.074638	TA	TA	Y	-77.240433	98.222848	93.814176	0	0	0	0	6	2006	WD	Normal	241500
246	247	190	RMD	69.0	9142	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	2fmCon	2Story	6	8	1910	1950	Gable	SS	AsbShng	AsbShng	None	0.0	TA	Fa	S	Fa	TA	No	Unf	0	Unf	0	1020	1020	GasA	Gd	N	FuseP	908	1020	0	1928	0	0	2	0	4	2	Fa	9	TF	0	Detchd	1910.0	Unf	1	603.611159	Po	Po	Y	24.014027	6.272327	-36.637656	0	0	0	0	4	2006	WD	Normal	137000
247	248	20	RLD	75.0	11310	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	5	1954	1954	Hip	SS	Wd Sdng	BrkFace	None	0.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	1367	1367	GasA	Ex	Y	SBrkr	1375	0	0	1375	0	0	1	0	2	1	TA	5	TF	1	Attchd	1954.0	Unf	2	497.206219	TA	TA	Y	110.790186	-11.277209	8.273210	0	0	0	0	6	2006	WD	Normal	140000
248	249	60	RLD	72.0	11317	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2003	2003	Gable	SS	VinylSd	VinylSd	BrkFace	101.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	840	840	GasA	Ex	Y	SBrkr	840	828	0	1668	0	0	2	1	3	1	Gd	8	TF	0	Attchd	2003.0	RFn	2	669.214918	TA	TA	Y	125.087695	52.278426	-60.492722	0	0	0	0	9	2007	WD	Normal	180000
249	250	50	RLD	NaN	159000	Paved	IR2	Low	AllPub	CulDSac	SS	ClearCr	Norm	Norm	1Fam	1.5Fin	6	7	1958	2006	Gable	SS	Wd Sdng	HdBoard	BrkCmn	472.0	Gd	TA	CB	Gd	TA	Gd	Rec	697	Unf	0	747	1444	GasA	Gd	Y	SBrkr	1444	700	0	2144	0	1	2	0	4	1	Gd	7	TF	2	Attchd	1958.0	Fin	2	355.871188	TA	TA	Y	206.973062	94.857686	30.262783	0	0	0	500	6	2007	WD	Normal	277000
250	251	30	RLD	55.0	5350	Paved	IR1	Lvl	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	1Story	3	2	1940	1966	Gable	SS	Wd Sdng	Plywood	None	0.0	TA	Po	CB	TA	TA	No	Unf	0	Unf	0	728	728	GasA	Ex	Y	SBrkr	1306	0	0	1306	0	0	1	0	3	1	Fa	6	MD	0	NaN	NaN	NaN	0	436.995565	NaN	NaN	Y	30.176449	94.333285	69.558185	0	0	0	450	5	2010	WD	Normal	76500
251	252	120	RMD	44.0	4750	Paved	IR1	HLS	AllPub	I	MS	Crawfor	Norm	Norm	TwnhsE	1Story	8	5	2006	2007	Hip	SS	VinylSd	VinylSd	Stone	481.0	Gd	TA	PC	Gd	TA	Gd	GLQ	1573	Unf	0	0	1573	GasA	Ex	Y	SBrkr	1625	0	0	1625	1	1	2	0	2	1	Gd	5	TF	1	Attchd	2006.0	Fin	2	627.315261	TA	TA	Y	198.436676	128.238573	22.975381	0	153	0	0	12	2007	WD	Family	235000
252	253	60	RLD	65.0	8366	Paved	IR1	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	2Story	6	5	2004	2004	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	798	798	GasA	Ex	Y	SBrkr	798	842	0	1640	0	0	2	1	3	1	Gd	6	TF	0	Attchd	2004.0	RFn	2	572.222441	TA	TA	Y	-52.688284	-75.087017	36.623011	0	0	0	0	12	2008	WD	Normal	173000
253	254	80	RLD	85.0	9350	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	SLvl	6	7	1964	1991	Hip	SS	HdBoard	HdBoard	BrkFace	108.0	TA	TA	CB	Gd	TA	Gd	LwQ	270	ALQ	580	452	1302	GasA	Ex	Y	SBrkr	1302	0	0	1302	0	1	2	0	3	1	Gd	7	MD1	0	Attchd	1964.0	RFn	1	965.955591	TA	TA	Y	418.924638	58.167223	-35.659990	0	0	0	0	10	2007	CWD	Normal	158000
254	255	20	RLD	70.0	8400	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1957	1957	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	CB	TA	TA	No	Rec	922	Unf	0	392	1314	GasA	TA	Y	SBrkr	1314	0	0	1314	1	0	1	0	3	1	TA	5	TF	0	Attchd	1957.0	RFn	1	106.714305	TA	TA	Y	328.570221	68.038214	55.494747	0	0	0	0	6	2010	WD	Normal	145000
255	256	60	RLD	66.0	8738	Paved	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	7	5	1999	1999	Gable	SS	VinylSd	VinylSd	BrkFace	302.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	975	975	GasA	Ex	Y	SBrkr	1005	1286	0	2291	0	0	2	1	4	1	Gd	8	TF	1	BuiltIn	1999.0	Fin	2	243.635346	TA	TA	Y	205.176663	2.020239	83.202882	0	0	0	0	2	2006	WD	Normal	230000
256	257	60	FVR	64.0	8791	Paved	IR1	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	2Story	6	5	2003	2003	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Rec	503	Unf	0	361	864	GasA	Ex	Y	SBrkr	864	864	0	1728	0	0	2	1	3	1	Gd	7	TF	0	Attchd	2003.0	RFn	2	737.688838	TA	TA	Y	108.223200	-33.373029	40.263853	0	0	0	0	5	2008	WD	Normal	207500
257	258	20	RLD	68.0	8814	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2006	2006	Gable	SS	VinylSd	VinylSd	Stone	180.0	Gd	TA	PC	Gd	TA	No	GLQ	1334	Unf	0	270	1604	GasA	Ex	Y	SBrkr	1604	0	0	1604	1	0	2	1	3	1	Gd	8	TF	1	Attchd	2006.0	RFn	2	657.046393	TA	TA	Y	207.649530	89.651866	-128.688948	0	0	0	0	3	2009	WD	Abnorml	220000
258	259	60	RLD	80.0	12435	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2001	2001	Gable	SS	VinylSd	VinylSd	BrkFace	172.0	Gd	TA	PC	Gd	TA	No	GLQ	361	Unf	0	602	963	GasA	Ex	Y	SBrkr	963	829	0	1792	0	0	2	1	3	1	Gd	7	TF	1	Attchd	2001.0	RFn	2	300.462543	TA	TA	Y	-137.224236	28.053228	26.099617	245	0	0	0	5	2008	WD	Normal	231500
259	260	20	RMD	70.0	12702	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1Story	5	5	1956	1956	Gable	SS	BrkFace	BrkFace	None	0.0	TA	TA	PC	NaN	NaN	NaN	NaN	0	NaN	0	0	0	GasA	Gd	Y	FuseA	882	0	0	882	0	0	1	0	2	1	TA	4	TF	0	Detchd	1956.0	Unf	1	386.557274	TA	TA	Y	189.689345	57.905856	49.081189	0	0	0	0	12	2008	WD	Normal	97000
260	261	80	RLD	120.0	19296	Paved	Reg	Lvl	AllPub	C	GS	NAmes	Artery	Norm	1Fam	SLvl	6	5	1962	1962	Gable	SS	Wd Sdng	Wd Sdng	BrkFace	399.0	TA	TA	CB	TA	TA	Gd	Rec	672	ALQ	690	0	1362	GasA	TA	Y	SBrkr	1382	0	0	1382	1	0	1	0	3	1	TA	6	TF	1	Attchd	1991.0	Unf	2	560.088644	TA	TA	Y	268.313708	89.753822	-88.674501	0	0	0	0	5	2009	WD	Normal	176000
261	262	60	RLD	69.0	9588	Paved	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	8	5	2007	2007	Gable	SS	CemntBd	CmentBd	Stone	270.0	Gd	TA	PC	Ex	TA	No	Unf	0	Unf	0	1482	1482	GasA	Ex	Y	SBrkr	1482	1092	0	2574	0	0	2	1	3	1	Ex	10	TF	1	BuiltIn	2007.0	Fin	3	679.735020	TA	TA	Y	-22.028363	51.528078	-45.159828	0	0	0	0	11	2007	New	Partial	276000
262	263	80	RLD	88.0	8471	Paved	IR1	Lvl	AllPub	C	GS	Sawyer	Norm	Norm	1Fam	SLvl	6	7	1977	1995	Gable	SS	HdBoard	Plywood	BrkFace	46.0	TA	TA	CB	Gd	Gd	Av	ALQ	506	Unf	0	0	506	GasA	TA	Y	SBrkr	1212	0	0	1212	1	0	1	0	3	1	TA	6	TF	1	Attchd	1978.0	Unf	2	561.407844	TA	TA	Y	237.899101	111.053723	36.345428	0	0	0	0	7	2006	WD	Normal	151000
263	264	50	RMD	50.0	5500	Paved	Reg	Lvl	AllPub	C	GS	OldTown	Norm	Norm	1Fam	1.5Fin	5	7	1929	2001	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	LwQ	234	ALQ	692	0	926	GasA	TA	Y	SBrkr	926	0	390	1316	1	0	1	0	3	1	TA	6	TF	0	Detchd	1974.0	Unf	2	167.337076	TA	TA	Y	403.949033	45.535499	-25.464349	0	0	0	0	4	2010	WD	Normal	130000
264	265	30	RMD	30.0	5232	Paved	IR3	Bnk	AllPub	I	GS	OldTown	Artery	Norm	1Fam	1Story	5	5	1925	2004	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	Fa	TA	No	Unf	0	Unf	0	680	680	GasA	Gd	N	FuseP	764	0	0	764	0	0	1	0	2	1	TA	4	TF	0	Detchd	1965.0	Unf	2	497.962483	TA	TA	N	350.142456	38.930831	11.318209	0	0	0	0	6	2008	WD	Normal	73000
265	266	20	RLD	78.0	12090	Paved	IR1	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	1Story	6	6	1981	1981	Gable	SS	MetalSd	MetalSd	BrkFace	210.0	TA	Gd	CB	Gd	TA	No	GLQ	588	LwQ	228	606	1422	GasA	TA	Y	SBrkr	1422	0	0	1422	0	0	2	0	3	1	Gd	7	TF	1	Attchd	1981.0	Fin	2	529.937037	TA	TA	Y	191.130520	62.970311	5.232328	0	0	0	0	6	2008	WD	Normal	175500
266	267	60	RLD	70.0	11207	Paved	IR1	HLS	AllPub	FR2P	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	1997	1997	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	Av	GLQ	714	Unf	0	88	802	GasA	Gd	Y	SBrkr	802	709	0	1511	1	0	2	1	3	1	TA	8	TF	1	Attchd	1997.0	Fin	2	473.589507	TA	TA	Y	111.225821	16.805672	-73.750211	0	0	0	0	6	2006	WD	Normal	185000
267	268	75	RLD	60.0	8400	Paved	Reg	Bnk	AllPub	I	MS	SWISU	Norm	Norm	1Fam	2.5Fin	5	8	1939	1997	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	PC	TA	TA	No	LwQ	378	Unf	0	342	720	GasA	Ex	Y	SBrkr	1052	720	420	2192	0	0	2	1	4	1	Gd	8	TF	1	Detchd	1939.0	Unf	1	159.939613	TA	TA	Y	227.415901	-7.327971	74.928303	0	0	0	0	7	2008	WD	Normal	179500
268	269	30	RMD	71.0	6900	Paved	Reg	Lvl	AllPub	I	GS	IDOTRR	Norm	Norm	1Fam	1Story	5	6	1940	1955	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	No	ALQ	403	Rec	125	212	740	GasA	Ex	Y	SBrkr	778	0	0	778	0	0	1	0	2	1	TA	4	TF	1	Detchd	1966.0	Fin	1	756.681952	Ex	Ex	Y	109.833443	-54.279463	-6.355359	0	0	0	0	2	2008	WD	Normal	120500
269	270	20	RLD	NaN	7917	Paved	IR1	Lvl	AllPub	C	GS	Edwards	Norm	Norm	1Fam	1Story	6	7	1976	1976	Hip	SS	HdBoard	HdBoard	BrkFace	174.0	TA	Gd	CB	TA	Gd	No	BLQ	751	Unf	0	392	1143	GasA	TA	Y	SBrkr	1113	0	0	1113	1	0	1	1	3	1	TA	6	TF	1	Attchd	1987.0	RFn	1	611.030379	TA	Gd	Y	71.031910	75.827379	-78.848965	0	0	0	0	5	2007	WD	Normal	148000
270	271	60	FVR	84.0	10728	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	2Story	8	5	2006	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Mn	Unf	0	Unf	0	1095	1095	GasA	Gd	Y	SBrkr	1095	844	0	1939	0	0	2	1	3	1	Gd	8	TF	1	Attchd	2006.0	RFn	3	246.124874	TA	TA	Y	114.417334	43.359836	2.550582	0	0	0	0	8	2006	New	Partial	266000
271	272	20	RLD	73.0	39104	Paved	IR1	Low	AllPub	CulDSac	SS	ClearCr	Norm	Norm	1Fam	1Story	7	7	1954	2005	Flat	M	Plywood	Plywood	None	0.0	TA	TA	CB	Gd	TA	Gd	LwQ	226	GLQ	1063	96	1385	GasA	Ex	Y	SBrkr	1363	0	0	1363	1	0	1	0	2	1	TA	5	MD	2	Attchd	1954.0	Unf	2	138.176032	TA	TA	Y	-45.751090	-49.087293	26.319963	0	0	0	0	4	2008	WD	Normal	241500
272	273	60	RLD	92.0	11764	Paved	IR1	Lvl	AllPub	CulDSac	GS	NoRidge	Norm	Norm	1Fam	2Story	8	7	1999	2007	Gable	SS	VinylSd	VinylSd	BrkFace	348.0	Gd	TA	PC	Gd	TA	No	GLQ	524	Unf	0	628	1152	GasA	Ex	Y	SBrkr	1164	1106	0	2270	0	0	2	1	4	1	Gd	9	TF	1	Attchd	1999.0	Fin	3	347.381966	TA	TA	Y	42.340267	-120.339600	91.804724	0	0	0	0	4	2010	WD	Normal	290000
273	274	20	RLD	80.0	9600	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Feedr	Norm	1Fam	1Story	6	6	1958	1988	Hip	SS	Wd Sdng	Wd Sdng	BrkCmn	183.0	TA	TA	CB	TA	TA	No	Rec	620	LwQ	620	0	1240	GasA	Gd	Y	SBrkr	1632	0	0	1632	1	0	2	0	3	1	TA	6	MD1	1	Attchd	1958.0	RFn	1	603.459271	TA	TA	Y	216.434189	48.924126	88.626022	0	0	0	0	4	2009	WD	Normal	139000
274	275	20	RLD	76.0	8314	Paved	Reg	Lvl	AllPub	C	GS	Mitchel	Norm	Norm	1Fam	1Story	5	7	1982	1982	Gable	SS	HdBoard	ImStucc	None	0.0	TA	TA	CB	TA	TA	Gd	ALQ	546	Unf	0	270	816	GasA	TA	Y	SBrkr	816	0	0	816	0	0	1	0	2	1	TA	5	TF	0	Attchd	1982.0	Unf	1	510.660792	TA	TA	Y	161.317211	12.360087	36.161333	0	0	0	0	6	2007	WD	Normal	124500
275	276	50	RLD	55.0	7264	Paved	Reg	Lvl	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	1.5Fin	7	7	1925	2007	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	Gd	Gd	BT	TA	TA	No	Unf	0	Unf	0	952	952	GasW	Gd	N	SBrkr	952	596	0	1548	0	0	2	1	3	1	Ex	5	TF	0	Detchd	1978.0	Unf	2	775.059182	TA	TA	Y	263.313774	35.615105	94.545074	0	144	0	0	10	2009	WD	Normal	205000
276	277	20	RLD	129.0	9196	Paved	IR1	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	1Story	7	5	2003	2003	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Ex	TA	No	Unf	0	Unf	0	1560	1560	GasA	Ex	Y	SBrkr	1560	0	0	1560	0	0	2	0	3	1	Gd	7	TF	0	Attchd	2003.0	Fin	2	551.263950	TA	TA	Y	104.990876	-93.116656	32.801681	0	0	0	0	4	2010	WD	Normal	201000
277	278	20	RLD	140.0	19138	Paved	Reg	Lvl	AllPub	C	GS	Gilbert	Norm	Norm	1Fam	1Story	4	5	1951	1951	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	No	LwQ	120	Unf	0	744	864	GasA	Ex	Y	SBrkr	864	0	0	864	0	0	1	0	2	1	TA	4	TF	0	Detchd	1951.0	Unf	2	502.184957	TA	TA	Y	188.155976	125.715041	25.579482	0	0	0	0	6	2010	WD	Normal	141000
278	279	20	RLD	107.0	14450	Paved	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	1Story	9	5	2006	2007	Gable	SS	CemntBd	CmentBd	BrkFace	315.0	Ex	TA	PC	Ex	TA	Gd	Unf	0	Unf	0	2121	2121	GasA	Ex	Y	SBrkr	2121	0	0	2121	0	0	2	1	3	1	Ex	8	TF	1	Attchd	2007.0	Fin	3	557.263780	TA	TA	Y	-35.073469	43.918450	77.446294	0	142	0	0	5	2007	New	Partial	415298
279	280	60	RLD	83.0	10005	Paved	Reg	Lvl	AllPub	I	GS	ClearCr	Norm	Norm	1Fam	2Story	7	5	1977	1977	Hip	SS	Plywood	Plywood	BrkFace	299.0	TA	TA	CB	Gd	TA	No	BLQ	392	Unf	0	768	1160	GasA	Ex	Y	SBrkr	1156	866	0	2022	0	0	2	1	4	1	TA	8	TF	1	Attchd	1977.0	Fin	2	566.827491	TA	TA	Y	127.070764	-34.724780	177.358716	0	0	0	0	3	2008	WD	Normal	192000
280	281	60	RLD	82.0	11287	Paved	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	2Story	7	6	1989	1989	Gable	SS	Plywood	Plywood	BrkFace	340.0	Gd	TA	CB	Gd	TA	Av	GLQ	421	Unf	0	386	807	GasA	Gd	Y	SBrkr	1175	807	0	1982	0	0	2	1	3	1	Gd	7	TF	1	Attchd	1989.0	Fin	2	344.487414	TA	TA	Y	-186.263252	41.788312	0.269139	196	0	0	0	1	2007	WD	Normal	228500
281	282	20	FVR	60.0	7200	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	6	5	2006	2006	Gable	SS	VinylSd	VinylSd	Stone	68.0	Gd	TA	PC	Gd	TA	No	GLQ	905	Unf	0	357	1262	GasA	Gd	Y	SBrkr	1262	0	0	1262	0	0	2	0	2	1	Gd	5	TF	0	Attchd	2006.0	Fin	2	545.013021	TA	TA	Y	195.329764	69.190493	21.969258	0	0	0	0	5	2006	New	Partial	185000
282	283	120	RLD	34.0	5063	Paved	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	Twnhs	1Story	7	5	2007	2008	Gable	SS	VinylSd	VinylSd	Stone	166.0	Gd	TA	PC	Gd	TA	No	GLQ	904	Unf	0	410	1314	GasA	Ex	Y	SBrkr	1314	0	0	1314	1	0	2	0	2	1	Gd	6	TF	1	Attchd	2008.0	RFn	2	535.352288	TA	TA	Y	94.327723	19.963996	29.629450	0	0	0	0	4	2009	ConLw	Normal	207500
283	284	20	RLD	74.0	9612	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Feedr	Norm	1Fam	1Story	8	5	2008	2009	Gable	SS	VinylSd	VinylSd	Stone	72.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	1468	1468	GasA	Ex	Y	SBrkr	1468	0	0	1468	0	0	2	0	3	1	Gd	6	TF	1	Attchd	2008.0	Fin	3	333.337863	TA	TA	Y	169.204517	77.237666	57.685618	0	0	0	0	12	2009	New	Partial	244600
284	285	120	RLD	50.0	8012	Paved	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	TwnhsE	1Story	6	5	1992	1992	Gable	SS	Plywood	ImStucc	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	430	Unf	0	1145	1575	GasA	Gd	Y	SBrkr	1575	0	0	1575	1	0	2	0	2	1	Gd	5	TF	0	Attchd	1992.0	RFn	2	646.721957	TA	TA	Y	45.648497	-2.325941	98.576432	0	0	0	0	7	2007	WD	Normal	179200
285	286	160	FVR	35.0	4251	Paved	IR1	Lvl	AllPub	I	GS	Somerst	Norm	Norm	TwnhsE	2Story	7	5	2006	2007	Gable	SS	MetalSd	MetalSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	625	625	GasA	Ex	Y	SBrkr	625	625	0	1250	0	0	2	1	2	1	Gd	5	TF	0	Detchd	2006.0	RFn	2	362.114061	TA	TA	Y	241.207782	82.463317	37.264122	0	0	0	0	6	2007	New	Partial	164700
286	287	50	RLD	77.0	9786	Paved	IR1	Bnk	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1.5Fin	6	7	1962	1981	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	Rec	600	Unf	0	312	912	GasA	TA	Y	SBrkr	1085	649	0	1734	0	0	1	1	3	1	Gd	7	TF	1	Attchd	1962.0	RFn	2	608.382917	TA	TA	Y	237.906023	130.389740	0.135728	0	128	0	0	6	2006	WD	Normal	159000
287	288	20	RLD	NaN	8125	Paved	IR1	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	4	4	1971	1971	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	BLQ	614	Unf	0	244	858	GasA	TA	Y	SBrkr	858	0	0	858	0	0	1	0	3	1	TA	5	TF	0	NaN	NaN	NaN	0	405.428760	NaN	NaN	Y	-128.478274	162.377890	-88.326758	0	0	0	0	6	2006	WD	Normal	88000
288	289	20	RLD	NaN	9819	Paved	IR1	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	5	1967	1967	Gable	SS	MetalSd	MetalSd	BrkFace	31.0	TA	Gd	CB	TA	TA	No	BLQ	450	Unf	0	432	882	GasA	TA	Y	SBrkr	900	0	0	900	0	0	1	0	3	1	TA	5	TF	0	Detchd	1970.0	Unf	1	490.509244	TA	TA	Y	-0.550681	124.335673	-25.747651	0	0	0	0	2	2010	WD	Normal	122000
289	290	70	RLD	60.0	8730	Paved	Reg	Lvl	AllPub	I	GS	BrkSide	RRAn	Norm	1Fam	2Story	6	7	1915	2003	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	698	698	GasA	Ex	Y	FuseA	698	698	0	1396	0	0	1	0	3	1	TA	7	TF	0	Detchd	2003.0	Unf	1	479.696058	TA	TA	Y	-183.908925	34.122012	29.351186	0	259	0	0	7	2007	WD	Normal	153575
290	291	60	RLD	120.0	15611	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	8	5	2006	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	Unf	0	Unf	0	1079	1079	GasA	Ex	Y	SBrkr	1079	840	0	1919	0	0	2	1	3	1	Gd	8	TF	1	Attchd	2006.0	RFn	2	285.486102	Gd	TA	Y	-101.361451	13.859864	122.174316	0	0	0	0	7	2006	New	Partial	233230
291	292	190	RLD	55.0	5687	Paved	Reg	Bnk	AllPub	I	GS	SWISU	Norm	Norm	2fmCon	2Story	5	6	1912	2000	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Fa	PC	TA	Fa	No	Rec	210	Unf	0	570	780	GasA	Ex	N	SBrkr	936	780	0	1716	1	0	2	0	6	1	Fa	9	TF	0	NaN	NaN	NaN	0	595.340166	NaN	NaN	N	55.633779	71.658797	83.673673	0	0	0	0	3	2008	WD	Normal	135900
292	293	50	RLD	60.0	11409	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1.5Fin	5	4	1949	2008	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	LwQ	292	Unf	0	476	768	GasA	Gd	Y	SBrkr	1148	568	0	1716	0	0	1	1	3	1	TA	8	MD2	1	Attchd	1949.0	Unf	1	548.400402	TA	TA	Y	49.117279	138.297349	57.100143	0	160	0	0	1	2009	WD	Normal	131000
293	294	60	RLD	NaN	16659	Paved	IR1	Lvl	AllPub	C	GS	NWAmes	PosA	Norm	1Fam	2Story	7	7	1977	1994	Gable	SS	Plywood	Plywood	BrkFace	34.0	TA	TA	CB	TA	TA	No	ALQ	795	Unf	0	0	795	GasA	Fa	Y	SBrkr	1468	795	0	2263	1	0	2	1	3	1	Gd	9	TF	1	Attchd	1977.0	Fin	2	273.287178	TA	TA	Y	53.566106	63.699524	4.606130	0	0	0	0	3	2006	WD	Normal	235000
294	295	20	RLD	80.0	9600	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	5	1953	1953	Hip	SS	HdBoard	HdBoard	Stone	238.0	TA	TA	CB	TA	TA	No	GLQ	1285	Unf	0	131	1416	GasA	TA	Y	SBrkr	1644	0	0	1644	1	0	1	0	3	1	TA	7	TF	2	Attchd	1953.0	Fin	2	-3.869822	TA	TA	Y	207.448449	70.688248	96.935507	0	0	0	0	10	2009	WD	Normal	167000
295	296	80	RLD	37.0	7937	Paved	IR1	Lvl	AllPub	CulDSac	GS	Mitchel	Norm	Norm	1Fam	SLvl	6	6	1984	1984	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	Av	GLQ	819	Unf	0	184	1003	GasA	TA	Y	SBrkr	1003	0	0	1003	1	0	1	0	3	1	TA	6	TF	0	Detchd	1984.0	Unf	2	228.347188	TA	TA	Y	99.463807	41.981091	-15.459554	0	0	0	0	3	2006	WD	Normal	142500
296	297	50	RMD	75.0	13710	Paved	Reg	Lvl	AllPub	I	GS	IDOTRR	Norm	Norm	1Fam	1.5Fin	5	5	1950	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	BLQ	420	Unf	0	490	910	GasA	TA	Y	FuseA	910	648	0	1558	0	0	1	1	4	1	TA	6	TF	0	Attchd	1950.0	Unf	1	25.120085	TA	TA	Y	128.411337	-7.683425	28.454540	0	0	0	0	6	2007	WD	Normal	152000
297	298	60	FVR	66.0	7399	Paved	IR1	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	2Story	7	5	1997	1998	Hip	SS	VinylSd	VinylSd	BrkFace	1600.0	Gd	TA	PC	Gd	TA	No	BLQ	649	Unf	0	326	975	GasA	Ex	Y	SBrkr	975	975	0	1950	0	0	2	1	3	1	Gd	7	TF	1	Detchd	1997.0	RFn	2	432.793145	TA	TA	Y	201.403591	98.596082	-32.415667	0	198	0	0	6	2007	WD	Normal	239000
298	299	60	RLD	90.0	11700	Paved	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	2Story	6	6	1968	1968	Mansard	SS	HdBoard	AsphShn	BrkFace	365.0	Gd	TA	CB	TA	TA	No	ALQ	384	Rec	175	143	702	GasA	Gd	Y	SBrkr	1041	702	0	1743	0	1	1	2	3	1	TA	7	TF	1	Attchd	1968.0	Unf	2	996.807860	TA	TA	Y	25.986596	13.581302	16.238772	0	0	0	0	6	2007	WD	Normal	175000
299	300	20	RLD	80.0	14000	Paved	Reg	Lvl	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	1Story	6	8	1950	2004	Gable	SS	HdBoard	HdBoard	None	0.0	TA	Gd	CB	TA	TA	No	Unf	0	Unf	0	1092	1092	GasA	Ex	Y	SBrkr	1152	0	0	1152	0	1	1	0	3	1	Gd	6	TF	1	Attchd	1950.0	Unf	1	517.470270	TA	TA	Y	-93.113121	-9.224824	30.247207	0	0	0	0	8	2009	WD	Family	158500
300	301	190	RLD	90.0	15750	Paved	Reg	Lvl	AllPub	C	GS	Crawfor	Norm	Norm	2fmCon	1Story	5	5	1953	1953	Hip	SS	MetalSd	MetalSd	BrkFace	56.0	TA	TA	CB	TA	TA	Mn	BLQ	841	Unf	0	324	1165	GasA	TA	Y	SBrkr	1336	0	0	1336	1	0	1	0	2	1	TA	5	TF	2	Attchd	1953.0	Unf	1	127.749097	TA	TA	Y	386.364947	155.637188	13.467158	0	0	0	0	6	2006	WD	Normal	157000
301	302	60	RLD	66.0	16226	Paved	IR3	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	8	5	1998	1999	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	281	Unf	0	747	1028	GasA	Ex	Y	SBrkr	1210	1242	0	2452	0	0	2	1	4	1	Gd	9	TF	1	BuiltIn	1998.0	Fin	2	435.662013	TA	TA	Y	72.831719	-34.826642	7.063961	0	0	0	0	5	2007	WD	Normal	267000
302	303	20	RLD	118.0	13704	Paved	IR1	Lvl	AllPub	C	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2001	2002	Gable	SS	VinylSd	VinylSd	BrkFace	150.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	1541	1541	GasA	Ex	Y	SBrkr	1541	0	0	1541	0	0	2	0	3	1	Gd	6	TF	1	Attchd	2001.0	RFn	3	283.979172	TA	TA	Y	309.938860	-46.278321	-41.531935	0	0	0	0	1	2006	WD	Normal	205000
303	304	20	RLD	70.0	9800	Paved	Reg	Lvl	AllPub	C	GS	CollgCr	Norm	Norm	1Fam	1Story	5	7	1972	1972	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	TA	TA	No	ALQ	894	Unf	0	0	894	GasA	TA	Y	SBrkr	894	0	0	894	1	0	1	0	3	1	TA	5	TF	0	Attchd	1975.0	Unf	2	673.910978	TA	TA	Y	130.402595	-64.126694	88.021160	0	0	0	0	7	2006	WD	Abnorml	149900
304	305	75	RMD	87.0	18386	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	2.5Fin	7	9	1880	2002	Gable	SS	CemntBd	CmentBd	None	0.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	1470	1470	GasA	Ex	Y	SBrkr	1675	1818	0	3493	0	0	3	0	3	1	Gd	10	TF	1	Attchd	2003.0	Unf	3	455.774164	TA	TA	Y	178.623234	88.149589	144.733627	0	0	0	0	5	2008	WD	Normal	295000
305	306	20	RLD	80.0	10386	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	8	5	2004	2005	Gable	SS	CemntBd	CmentBd	Stone	246.0	Gd	TA	PC	Gd	TA	No	GLQ	1464	Unf	0	536	2000	GasA	Ex	Y	SBrkr	2000	0	0	2000	1	0	2	0	3	1	Gd	8	TF	0	Attchd	2004.0	Fin	3	568.513642	TA	TA	Y	73.386287	49.226914	23.831992	0	0	0	0	7	2007	WD	Normal	305900
306	307	60	RLD	116.0	13474	Paved	Reg	Lvl	AllPub	I	GS	SawyerW	Feedr	Norm	1Fam	2Story	7	5	1990	1991	Gable	SS	HdBoard	Plywood	BrkFace	246.0	Gd	TA	CB	Gd	TA	No	ALQ	700	Unf	0	0	700	GasA	Gd	Y	SBrkr	1122	1121	0	2243	1	0	2	1	4	1	Gd	8	TF	1	Attchd	1990.0	RFn	3	559.143736	TA	TA	Y	74.638178	-65.690375	-78.038073	0	0	0	0	6	2007	WD	Normal	225000
307	308	50	RMD	NaN	7920	Paved	IR1	Lvl	AllPub	I	GS	IDOTRR	Artery	Norm	1Fam	1.5Fin	6	7	1920	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Fa	CB	TA	TA	No	Unf	0	Unf	0	319	319	GasA	TA	Y	FuseA	1035	371	0	1406	0	0	1	0	3	1	Fa	6	TF	0	NaN	NaN	NaN	0	487.747121	NaN	NaN	N	162.878902	105.558744	-6.860036	0	0	0	0	3	2008	WD	Normal	89500
308	309	30	RLD	NaN	12342	Paved	IR1	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	4	5	1940	1950	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	No	BLQ	262	Unf	0	599	861	GasA	Ex	Y	SBrkr	861	0	0	861	0	0	1	0	1	1	TA	4	TF	0	Detchd	1961.0	Unf	2	702.484652	TA	TA	Y	42.496292	99.604502	-75.130603	0	0	0	0	3	2009	WD	Normal	82500
309	310	20	RLD	90.0	12378	Paved	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	1Story	9	5	2003	2004	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Ex	TA	Gd	GLQ	1274	Unf	0	622	1896	GasA	Ex	Y	SBrkr	1944	0	0	1944	1	0	2	0	3	1	Ex	8	TF	3	Attchd	2003.0	Fin	3	533.962720	TA	TA	Y	70.448907	83.013569	32.129091	0	0	0	0	11	2006	WD	Normal	360000
310	311	60	RLD	NaN	7685	Paved	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	1993	1994	Gable	SS	HdBoard	HdBoard	BrkFace	112.0	TA	TA	PC	Gd	TA	No	ALQ	518	Unf	0	179	697	GasA	Gd	Y	SBrkr	697	804	0	1501	0	0	2	1	3	1	Gd	6	TF	1	Attchd	1993.0	Fin	2	533.721742	TA	TA	Y	157.896759	48.743428	-24.192013	0	0	0	0	5	2006	WD	Normal	165600
311	312	20	RLD	50.0	8000	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	6	1948	2002	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	CB	TA	TA	No	ALQ	680	Unf	0	292	972	GasA	Ex	Y	SBrkr	972	0	0	972	1	0	1	0	2	1	TA	5	TF	1	Detchd	1948.0	Unf	1	374.146020	TA	TA	Y	2.538557	107.671744	-23.125000	0	0	0	0	5	2009	WD	Normal	132000
312	313	190	RMD	65.0	7800	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Artery	Norm	2fmCon	1.5Fin	5	7	1939	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	Gd	TA	Mn	Rec	507	Unf	0	286	793	GasA	TA	Y	SBrkr	793	325	0	1118	1	0	1	0	3	1	TA	5	TF	1	Detchd	1939.0	Unf	2	645.735667	TA	TA	Y	270.781463	-11.054235	25.026953	0	271	0	0	5	2006	WD	Normal	119900
313	314	20	RLD	150.0	215245	Paved	IR3	Low	AllPub	I	SS	Timber	Norm	Norm	1Fam	1Story	7	5	1965	1965	Hip	SS	BrkFace	BrkFace	None	0.0	TA	TA	CB	Gd	TA	Gd	ALQ	1236	Rec	820	80	2136	GasW	TA	Y	SBrkr	2036	0	0	2036	2	0	2	0	3	1	TA	8	TF	2	Attchd	1965.0	RFn	2	362.885830	TA	TA	Y	181.480595	175.581875	8.252702	0	0	0	0	6	2009	WD	Normal	375000
314	315	70	RMD	60.0	9600	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	2Story	7	7	1925	1990	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	Gd	No	LwQ	16	Unf	0	712	728	GasA	Ex	Y	SBrkr	832	809	0	1641	0	1	1	1	3	1	Ex	6	TF	1	Detchd	1925.0	Unf	2	941.196095	Fa	TA	Y	60.799171	62.391447	85.257346	0	0	0	0	8	2006	WD	Normal	178000
315	316	60	RLD	71.0	7795	Paved	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	7	5	2004	2005	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	425	Unf	0	291	716	GasA	Ex	Y	SBrkr	716	716	0	1432	1	0	2	1	3	1	Gd	6	TF	1	Attchd	2004.0	Fin	2	838.336293	TA	TA	Y	257.591323	97.302640	67.071540	0	0	0	0	7	2009	WD	Normal	188500
316	317	60	RLD	94.0	13005	Paved	IR1	Lvl	AllPub	C	GS	NWAmes	Norm	Norm	1Fam	2Story	7	7	1980	1980	Gable	SS	CemntBd	CmentBd	BrkFace	278.0	Gd	TA	CB	Gd	TA	No	GLQ	692	Unf	0	153	845	GasA	TA	Y	SBrkr	1153	1200	0	2353	1	0	2	1	4	1	Ex	10	TF	1	Attchd	1983.0	RFn	2	20.206785	TA	TA	Y	311.162856	0.643296	23.062681	0	0	0	0	8	2009	WD	Normal	260000
317	318	60	FVR	75.0	9000	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	2Story	8	5	2006	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	Unf	0	Unf	0	1088	1088	GasA	Ex	Y	SBrkr	1088	871	0	1959	0	0	2	1	3	1	Gd	8	TF	1	Attchd	2006.0	RFn	3	319.910418	TA	TA	Y	117.775644	30.704235	-39.445170	0	0	0	0	12	2007	WD	Normal	270000
318	319	60	RLD	90.0	9900	Paved	Reg	Low	AllPub	I	MS	NoRidge	Norm	Norm	1Fam	2Story	7	5	1993	1993	Gable	SS	HdBoard	HdBoard	BrkFace	256.0	Gd	TA	PC	Gd	TA	Gd	GLQ	987	Unf	0	360	1347	GasA	Ex	Y	SBrkr	1372	1274	0	2646	1	0	2	1	4	1	Gd	9	TF	1	Attchd	1993.0	RFn	3	391.097026	TA	TA	Y	88.802557	31.751519	0.084901	0	0	0	0	4	2009	WD	Normal	260000
319	320	80	RLD	NaN	14115	Paved	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	SLvl	7	5	1980	1980	Gable	SS	Plywood	Plywood	BrkFace	225.0	TA	TA	CB	Gd	TA	Av	GLQ	1036	Unf	0	336	1372	GasA	TA	Y	SBrkr	1472	0	0	1472	1	0	2	0	3	1	TA	6	TF	2	Attchd	1980.0	Unf	2	590.492702	TA	TA	Y	164.021806	36.975011	16.615145	0	0	0	0	6	2009	WD	Normal	187500
320	321	60	RLD	111.0	16259	Paved	Reg	Lvl	AllPub	C	GS	NridgHt	Norm	Norm	1Fam	2Story	9	5	2006	2006	Gable	SS	VinylSd	VinylSd	Stone	370.0	TA	TA	PC	Ex	Gd	Av	Unf	0	Unf	0	1249	1249	GasA	Ex	Y	SBrkr	1249	1347	0	2596	0	0	3	1	4	1	Gd	9	TF	0	Attchd	2006.0	RFn	3	480.445650	TA	TA	Y	240.212451	101.805267	63.967017	0	0	0	0	9	2006	New	Partial	342643
321	322	60	RLD	99.0	12099	Paved	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	2Story	8	5	2004	2004	Gable	SS	VinylSd	VinylSd	BrkFace	388.0	Gd	TA	PC	Ex	TA	Av	GLQ	970	Unf	0	166	1136	GasA	Ex	Y	SBrkr	1136	1332	0	2468	1	0	2	1	4	1	Gd	10	TF	1	BuiltIn	2004.0	Fin	3	460.962758	TA	TA	Y	-18.653794	-37.984620	35.728052	0	0	0	0	6	2007	WD	Normal	354000
322	323	60	RLD	86.0	10380	Paved	IR1	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	2Story	7	5	1986	1987	Gable	SS	Plywood	Plywood	BrkFace	172.0	Gd	TA	CB	TA	TA	Gd	LwQ	28	ALQ	1474	0	1502	GasA	Ex	Y	SBrkr	1553	1177	0	2730	1	0	2	1	4	1	Gd	8	TF	1	Attchd	1987.0	Fin	2	661.492125	TA	TA	Y	45.298049	-11.488627	80.685102	0	0	0	0	8	2007	WD	Normal	301000
323	324	20	RMD	49.0	5820	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1Story	3	8	1955	2005	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	CB	TA	TA	No	ALQ	256	Unf	0	906	1162	GasA	Ex	Y	SBrkr	1163	0	0	1163	1	0	1	0	3	1	TA	6	TF	0	Attchd	1955.0	Unf	1	439.491233	Fa	TA	Y	-76.625951	42.989713	-18.519067	0	0	0	0	7	2006	WD	Normal	126175
324	325	80	RLD	96.0	11275	Paved	Reg	Lvl	AllPub	C	GS	NAmes	PosN	Norm	1Fam	SLvl	7	7	1967	2007	Mansard	WS	Wd Sdng	Wd Sdng	BrkFace	300.0	Gd	Gd	CB	Gd	TA	No	Unf	0	Unf	0	710	710	GasA	Ex	Y	SBrkr	1898	1080	0	2978	0	0	2	1	5	1	Gd	11	TF	1	BuiltIn	1961.0	Fin	2	383.420507	TA	TA	Y	129.184953	71.957211	43.783941	0	0	0	0	6	2010	WD	Normal	242000
325	326	45	RMD	50.0	5000	Paved	Reg	Lvl	AllPub	I	GS	IDOTRR	RRAe	Norm	1Fam	1.5Unf	5	6	1941	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	Av	BLQ	116	Unf	0	604	720	GasA	Po	N	FuseF	803	0	0	803	0	0	1	0	2	1	TA	5	TF	0	Detchd	1941.0	Unf	2	503.218999	TA	TA	Y	215.300976	51.881857	58.148288	0	0	0	0	12	2007	WD	Normal	87000
326	327	120	RLD	32.0	10846	Paved	IR1	Lvl	AllPub	CulDSac	GS	Veenker	Norm	Norm	TwnhsE	1Story	8	5	1993	1993	Gable	SS	BrkFace	BrkFace	None	0.0	Gd	TA	PC	Gd	TA	Gd	GLQ	1619	Unf	0	100	1719	GasA	Ex	Y	SBrkr	1719	0	0	1719	2	0	1	1	1	1	Gd	6	TF	2	Attchd	1993.0	Fin	2	419.894629	TA	TA	Y	99.869697	45.532863	147.239535	0	0	0	0	5	2008	Con	Normal	324000
327	328	20	RLD	80.0	11600	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	5	1960	1960	Hip	SS	Wd Sdng	Wd Sdng	BrkFace	175.0	TA	TA	CB	TA	TA	No	Rec	565	Unf	0	818	1383	GasA	TA	Y	SBrkr	1383	0	0	1383	0	0	1	1	3	1	TA	7	TF	0	Attchd	1960.0	RFn	1	482.226499	TA	TA	Y	-69.622976	44.570377	-29.350536	0	0	0	0	4	2006	WD	Normal	145250
328	329	75	RLD	NaN	11888	Paved	IR1	Bnk	AllPub	I	GS	BrkSide	PosN	Norm	1Fam	2.5Unf	6	6	1916	1994	Gable	SS	Wd Sdng	Wd Shng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	844	844	GasA	Gd	N	FuseA	1445	689	0	2134	0	0	2	0	5	1	Gd	10	TF	0	Detchd	1930.0	Unf	2	454.241021	TA	TA	Y	-36.546734	-3.607716	76.434854	0	0	0	0	7	2009	WD	Normal	214500
329	330	70	RMD	60.0	6402	Paved	Reg	Lvl	AllPub	C	GS	IDOTRR	Norm	Norm	1Fam	2Story	5	5	1920	1950	Gable	SS	Wd Sdng	Wd Shng	None	0.0	TA	TA	PC	TA	TA	Mn	Unf	0	Unf	0	596	596	GasA	TA	N	SBrkr	596	596	0	1192	0	0	1	0	3	1	TA	6	TF	0	Detchd	1920.0	Unf	1	319.331534	Fa	Fa	N	197.002216	16.788231	-67.614495	0	0	0	0	7	2009	WD	Normal	78000
330	331	90	RLD	NaN	10624	Paved	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	Duplex	1Story	5	4	1964	1964	Gable	SS	HdBoard	HdBoard	BrkFace	84.0	TA	TA	CB	TA	TA	No	GLQ	40	Rec	264	1424	1728	GasA	TA	Y	SBrkr	1728	0	0	1728	0	1	2	0	6	2	TA	10	TF	0	Detchd	2002.0	Unf	1	586.610028	TA	TA	Y	150.190245	27.579775	104.728739	0	0	0	0	11	2007	WD	Normal	119000
331	332	20	RLD	70.0	8176	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1958	1992	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	Rec	846	Unf	0	210	1056	GasA	Fa	Y	SBrkr	1056	0	0	1056	1	0	1	0	3	1	TA	6	TF	0	Attchd	1958.0	RFn	1	507.662116	TA	TA	Y	117.387614	74.152390	15.888956	0	0	0	0	8	2007	WD	Normal	139000
332	333	20	RLD	85.0	10655	Paved	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	1Story	8	5	2003	2004	Gable	SS	VinylSd	VinylSd	BrkFace	296.0	Gd	TA	PC	Gd	TA	No	GLQ	1124	NaN	479	1603	3206	GasA	Ex	Y	SBrkr	1629	0	0	1629	1	0	2	0	3	1	Gd	7	TF	1	Attchd	2003.0	RFn	3	79.286168	TA	TA	Y	-89.579952	-31.944531	29.884470	0	0	0	0	10	2009	WD	Normal	284000
333	334	120	RMD	59.0	8198	Paved	Reg	Lvl	AllPub	FR3P	GS	NridgHt	Norm	Norm	TwnhsE	1Story	7	5	2004	2004	Gable	SS	VinylSd	VinylSd	Stone	146.0	Gd	TA	PC	Gd	TA	Av	GLQ	720	Unf	0	638	1358	GasA	Ex	Y	SBrkr	1358	0	0	1358	1	0	2	0	2	1	Gd	6	TF	1	Attchd	2004.0	RFn	2	702.038651	TA	TA	Y	-71.899726	6.043518	79.307904	0	0	0	0	7	2008	WD	Normal	207000
334	335	60	RLD	59.0	9042	Paved	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	1998	1998	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	Gd	GLQ	828	Unf	0	115	943	GasA	Gd	Y	SBrkr	943	695	0	1638	1	0	2	1	3	1	TA	7	TF	2	Attchd	1998.0	Fin	2	420.868609	TA	TA	Y	33.580538	-68.188915	57.685033	0	0	0	0	7	2008	WD	Normal	192000
335	336	190	RLD	NaN	164660	Gravel	IR1	HLS	AllPub	C	SS	Timber	Norm	Norm	2fmCon	1.5Fin	5	6	1965	1965	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	TA	TA	Gd	ALQ	1249	BLQ	147	103	1499	GasA	Ex	Y	SBrkr	1619	167	0	1786	2	0	2	0	3	1	TA	7	TF	2	Attchd	1965.0	Fin	2	293.206935	TA	TA	Y	137.853925	11.480456	97.842967	0	0	0	700	8	2008	WD	Normal	228950
336	337	20	RLD	86.0	14157	Paved	IR1	HLS	AllPub	C	GS	StoneBr	Norm	Norm	1Fam	1Story	9	5	2005	2006	Hip	SS	VinylSd	VinylSd	Stone	200.0	Gd	TA	PC	Ex	TA	Gd	GLQ	1249	Unf	0	673	1922	GasA	Ex	Y	SBrkr	1922	0	0	1922	1	0	2	0	3	1	Gd	8	TF	1	Attchd	2005.0	Fin	3	524.556348	TA	TA	Y	253.865271	97.597436	22.877165	0	0	0	0	7	2007	WD	Normal	377426
337	338	20	RLD	70.0	9135	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2002	2003	Gable	SS	VinylSd	VinylSd	BrkFace	113.0	Gd	TA	PC	Gd	TA	Av	GLQ	810	Unf	0	726	1536	GasA	Ex	Y	SBrkr	1536	0	0	1536	1	0	2	0	3	1	Gd	7	TF	0	Attchd	2002.0	RFn	2	890.991767	TA	TA	Y	-22.049465	44.925582	73.470265	0	0	0	0	12	2008	WD	Normal	214000
338	339	20	RLD	91.0	14145	Paved	Reg	Lvl	AllPub	C	GS	NWAmes	Norm	Norm	1Fam	1Story	7	7	1984	1998	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	Gd	TA	CB	Gd	TA	Mn	ALQ	213	Unf	0	995	1208	GasA	Ex	Y	SBrkr	1621	0	0	1621	1	0	2	0	3	1	Gd	8	TF	0	Attchd	1984.0	RFn	2	309.679116	TA	TA	Y	194.010521	170.153544	-84.435850	0	0	0	400	5	2006	WD	Normal	202500
339	340	20	RLD	66.0	12400	Paved	IR1	Lvl	AllPub	I	GS	NAmes	Feedr	Norm	1Fam	1Story	6	7	1958	1998	Hip	SS	Wd Sdng	Wd Sdng	BrkFace	176.0	TA	TA	CB	TA	Fa	No	Rec	585	Unf	0	630	1215	GasA	TA	Y	FuseA	1215	0	0	1215	0	0	1	0	3	1	TA	6	TF	0	Attchd	1958.0	Unf	1	413.557437	TA	TA	Y	-95.561005	-6.774559	196.022940	0	234	0	0	6	2009	WD	Normal	155000
340	341	60	RLD	85.0	14191	Paved	Reg	Lvl	AllPub	I	GS	Timber	Norm	Norm	1Fam	2Story	8	5	2002	2002	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	967	967	GasA	Ex	Y	SBrkr	993	915	0	1908	0	0	2	1	4	1	Gd	9	TF	0	Attchd	2002.0	Fin	2	770.077635	TA	TA	Y	302.544257	-44.594928	84.953829	0	0	0	0	4	2010	WD	Normal	202900
341	342	20	RHD	60.0	8400	Paved	Reg	Lvl	AllPub	I	GS	SawyerW	Feedr	Norm	1Fam	1Story	4	4	1950	1950	Gable	SS	Wd Sdng	AsbShng	None	0.0	Fa	Fa	CB	TA	Fa	No	Unf	0	Unf	0	721	721	GasA	Gd	Y	SBrkr	841	0	0	841	0	0	1	0	2	1	TA	4	TF	0	CarPort	1950.0	Unf	1	727.928876	TA	TA	N	194.887781	141.516995	33.189744	0	0	0	0	9	2009	WD	Normal	82000
342	343	90	RLD	NaN	8544	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	Duplex	1Story	3	4	1949	1950	Gable	SS	Stucco	Stucco	BrkFace	340.0	TA	TA	SL	NaN	NaN	NaN	NaN	0	NaN	0	0	0	Wall	Fa	N	FuseA	1040	0	0	1040	0	0	2	0	2	2	TA	6	TF	0	Detchd	1949.0	Unf	2	38.984100	TA	TA	Y	-6.882766	112.423742	-33.052751	0	0	0	0	5	2006	WD	Normal	87500
343	344	120	RLD	63.0	8849	Paved	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	TwnhsE	1Story	9	5	2005	2005	Hip	SS	MetalSd	MetalSd	BrkFace	616.0	Ex	TA	PC	Ex	TA	No	GLQ	28	Unf	0	1656	1684	GasA	Ex	Y	SBrkr	1684	0	0	1684	0	0	2	0	2	1	Ex	6	TF	1	Attchd	2005.0	RFn	2	432.737303	TA	TA	Y	248.539972	-11.934064	-68.240712	0	0	0	0	7	2008	WD	Normal	266000
344	345	160	RMD	36.0	2592	Paved	Reg	Lvl	AllPub	I	GS	MeadowV	Norm	Norm	TwnhsE	2Story	5	3	1976	1976	Gable	SS	CemntBd	CmentBd	None	0.0	TA	TA	CB	Gd	TA	No	Rec	129	BLQ	232	175	536	GasA	TA	Y	SBrkr	536	576	0	1112	0	0	1	1	3	1	TA	4	TF	0	Attchd	1976.0	Unf	1	302.471885	TA	TA	Y	36.786474	105.961611	18.345628	0	0	0	0	4	2010	WD	Normal	85000
345	346	50	RLD	65.0	6435	Paved	Reg	Lvl	AllPub	I	GS	BrkSide	RRAn	Norm	1Fam	1.5Fin	6	5	1939	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	972	972	GasA	Gd	Y	SBrkr	972	605	0	1577	0	0	1	0	3	1	Fa	6	TF	1	Detchd	1939.0	Unf	1	435.166503	TA	TA	Y	36.101473	143.748462	76.556474	0	0	0	0	10	2006	WD	Normal	140200
346	347	20	RLD	NaN	12772	Paved	IR1	Lvl	AllPub	CulDSac	GS	NAmes	Norm	Norm	1Fam	1Story	6	8	1960	1998	Hip	SS	MetalSd	MetalSd	None	0.0	TA	Gd	CB	TA	TA	Mn	BLQ	498	Unf	0	460	958	GasA	TA	Y	SBrkr	958	0	0	958	0	0	1	0	2	1	TA	5	TF	0	Attchd	1960.0	RFn	1	215.733690	TA	TA	Y	107.384163	48.884551	-41.862925	0	0	0	15500	4	2007	WD	Normal	151500
347	348	20	RLD	NaN	17600	Paved	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	5	1960	1960	Gable	SS	Wd Sdng	Wd Sdng	BrkFace	30.0	TA	TA	CB	TA	TA	No	BLQ	1270	Unf	0	208	1478	GasA	Ex	Y	FuseA	1478	0	0	1478	1	0	2	0	3	1	TA	6	TF	2	Attchd	1960.0	Unf	2	787.528277	TA	TA	Y	-65.126841	107.743073	14.527989	0	0	0	0	12	2009	WD	Normal	157500
348	349	160	RLD	36.0	2448	Paved	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	Twnhs	2Story	7	5	2003	2004	Gable	SS	VinylSd	Wd Shng	Stone	106.0	Gd	TA	PC	Gd	TA	No	GLQ	573	Unf	0	191	764	GasA	Ex	Y	SBrkr	764	862	0	1626	1	0	2	1	2	1	Gd	6	TF	0	BuiltIn	2003.0	RFn	2	102.283285	TA	TA	Y	67.842970	-77.740698	83.204431	0	0	0	0	10	2008	WD	Normal	154000
349	350	60	RLD	56.0	20431	Paved	IR2	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	2Story	9	5	2005	2006	Hip	SS	CemntBd	CmentBd	BrkFace	870.0	Ex	TA	PC	Ex	TA	No	GLQ	1410	Unf	0	438	1848	GasA	Ex	Y	SBrkr	1848	880	0	2728	1	0	2	1	4	1	Ex	10	TF	2	Attchd	2006.0	Fin	3	380.590892	TA	TA	Y	396.150118	-61.620590	89.157196	0	0	0	0	4	2006	New	Partial	437154
350	351	120	RLD	68.0	7820	Paved	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	TwnhsE	1Story	9	5	2007	2007	Hip	SS	MetalSd	MetalSd	BrkFace	362.0	Ex	TA	PC	Ex	TA	No	Unf	0	Unf	0	1869	1869	GasA	Ex	Y	SBrkr	1869	0	0	1869	0	0	2	0	2	1	Ex	6	TF	1	Attchd	2007.0	RFn	2	355.447060	TA	TA	Y	-21.147347	171.791820	28.063756	0	0	0	0	12	2007	New	Partial	318061
351	352	120	RLD	NaN	5271	Paved	IR1	Low	AllPub	I	MS	ClearCr	Norm	Norm	1Fam	1Story	7	5	1986	1986	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	PC	Gd	TA	Gd	GLQ	1082	Unf	0	371	1453	GasA	Gd	Y	SBrkr	1453	0	0	1453	1	0	1	1	2	1	Gd	6	TF	1	Attchd	1986.0	RFn	2	734.330057	TA	TA	Y	-88.973506	-11.321835	116.545401	0	184	0	0	12	2006	WD	Abnorml	190000
352	353	50	RLD	60.0	9084	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Artery	Norm	1Fam	1.5Fin	5	6	1941	1950	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	Fa	Mn	LwQ	236	Rec	380	0	616	GasA	TA	N	SBrkr	616	495	0	1111	0	1	1	0	3	1	TA	5	TF	0	Detchd	1941.0	Unf	1	780.131762	TA	Fa	Y	154.642458	-71.021364	110.836076	0	0	0	0	3	2008	ConLw	Normal	95000
353	354	30	RMD	60.0	8520	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1Story	6	8	1928	2003	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	BT	TA	TA	No	Unf	0	Unf	0	624	624	GasA	Gd	Y	SBrkr	720	0	0	720	0	0	1	0	2	1	TA	5	TF	0	Detchd	2005.0	Unf	2	694.091007	TA	TA	Y	-1.324442	42.178933	75.915972	0	0	0	0	5	2010	WD	Normal	105900
354	355	50	RLD	60.0	8400	Paved	Reg	Bnk	AllPub	I	GS	SWISU	Norm	Norm	1Fam	1.5Fin	6	5	1940	2000	Gable	SS	Wd Sdng	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	LwQ	388	Unf	0	552	940	GasA	Ex	Y	SBrkr	1192	403	0	1595	0	0	1	0	2	1	TA	6	TF	2	Attchd	1940.0	Unf	1	862.615027	TA	TA	Y	39.394013	-46.024489	53.852625	0	0	0	0	6	2006	WD	Normal	140000
355	356	20	RLD	105.0	11249	Paved	IR2	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	6	5	1995	1995	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	Gd	PC	Gd	Gd	No	ALQ	334	BLQ	544	322	1200	GasA	Ex	Y	SBrkr	1200	0	0	1200	1	0	2	0	3	1	Gd	6	TF	0	Attchd	1995.0	RFn	2	505.360098	TA	TA	Y	169.996391	-51.921148	-1.753363	0	0	0	0	8	2007	WD	Normal	177500
356	357	20	RLD	NaN	9248	Paved	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	1Story	6	6	1992	1992	Gable	SS	HdBoard	HdBoard	BrkFace	106.0	TA	TA	PC	Gd	TA	No	GLQ	560	Unf	0	598	1158	GasA	Gd	Y	SBrkr	1167	0	0	1167	1	0	2	0	3	1	Gd	6	TF	0	Attchd	1992.0	RFn	2	406.628258	TA	TA	Y	-64.235653	-52.234952	65.512335	0	0	0	0	7	2009	WD	Normal	173000
357	358	120	RMD	44.0	4224	Paved	Reg	Lvl	AllPub	I	GS	MeadowV	Norm	Norm	TwnhsE	1Story	5	5	1976	1976	Gable	SS	CemntBd	CmentBd	None	0.0	TA	TA	PC	Gd	TA	No	ALQ	874	Unf	0	268	1142	GasA	TA	Y	SBrkr	1142	0	0	1142	1	0	1	1	3	1	TA	6	TF	1	Attchd	1976.0	Fin	2	105.482262	TA	TA	Y	52.382199	78.057462	82.727483	0	0	0	0	8	2007	WD	Normal	134000
358	359	80	RLD	92.0	6930	Paved	IR1	Lvl	AllPub	I	GS	ClearCr	Norm	Norm	1Fam	SLvl	5	4	1958	1958	Hip	SS	Wd Sdng	ImStucc	BrkFace	120.0	TA	TA	CB	TA	TA	Av	BLQ	300	Rec	294	468	1062	GasA	Ex	Y	FuseF	1352	0	0	1352	0	1	1	0	3	1	Gd	6	MD2	0	BuiltIn	1958.0	Unf	1	328.870304	TA	TA	Y	139.997837	74.839433	54.801811	0	0	0	0	7	2006	WD	Abnorml	130000
359	360	60	RLD	78.0	12011	Paved	IR1	Lvl	AllPub	CulDSac	GS	NoRidge	Norm	Norm	1Fam	2Story	8	5	1998	1998	Gable	SS	VinylSd	VinylSd	BrkFace	530.0	Gd	TA	PC	Gd	TA	Av	GLQ	956	Unf	0	130	1086	GasA	Ex	Y	SBrkr	1086	838	0	1924	1	0	2	1	3	1	Gd	7	TF	1	Attchd	1998.0	RFn	2	359.184081	TA	TA	Y	15.893225	47.647240	59.882871	0	374	0	0	6	2006	WD	Normal	280000
360	361	85	RLD	NaN	7540	Paved	IR1	Lvl	AllPub	CulDSac	GS	Mitchel	Norm	Norm	1Fam	SFoyer	6	6	1978	1978	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	Gd	TA	Av	GLQ	773	Unf	0	115	888	GasA	Ex	Y	SBrkr	912	0	0	912	1	0	1	0	2	1	TA	5	TF	1	Attchd	1978.0	RFn	2	308.297228	TA	TA	Y	106.762967	28.747002	96.267436	0	192	0	0	6	2007	WD	Normal	156000
361	362	50	RLD	NaN	9144	Paved	Reg	Lvl	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	1.5Fin	5	5	1940	1982	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Rec	399	Unf	0	484	883	GasA	Gd	Y	SBrkr	988	517	0	1505	1	0	1	0	3	1	TA	8	TF	0	Detchd	1940.0	Unf	1	419.409353	TA	TA	N	80.145983	182.130656	79.876556	0	0	0	0	7	2008	WD	Normal	145000
362	363	85	RLD	64.0	7301	Paved	Reg	Lvl	AllPub	C	GS	Edwards	Norm	Norm	1Fam	SFoyer	7	5	2003	2003	Gable	SS	HdBoard	HdBoard	BrkFace	500.0	Gd	TA	SL	NaN	NaN	NaN	NaN	0	NaN	0	0	0	GasA	Ex	Y	SBrkr	495	1427	0	1922	0	0	3	0	4	1	Gd	7	TF	1	BuiltIn	2003.0	RFn	2	349.134133	TA	TA	Y	60.849666	-5.719526	-34.354467	0	0	0	0	7	2009	ConLD	Normal	198500
363	364	160	RMD	21.0	1680	Paved	Reg	Lvl	AllPub	I	GS	BrDale	Norm	Norm	Twnhs	2Story	6	8	1972	2007	Gable	SS	HdBoard	HdBoard	BrkFace	510.0	TA	TA	CB	TA	TA	No	ALQ	162	Unf	0	321	483	GasA	Gd	Y	SBrkr	483	504	0	987	0	0	1	1	2	1	Gd	5	TF	0	Detchd	1972.0	Unf	1	-16.290904	TA	TA	Y	332.684275	-19.032405	63.043456	0	0	0	0	5	2009	WD	Normal	118000
364	365	60	RLD	NaN	18800	Paved	IR1	Lvl	AllPub	FR2P	GS	NWAmes	Norm	Norm	1Fam	2Story	6	5	1976	1976	Gable	SS	HdBoard	HdBoard	BrkFace	120.0	TA	TA	PC	Gd	TA	Mn	GLQ	712	Unf	0	84	796	GasA	TA	Y	SBrkr	790	784	0	1574	1	0	2	1	3	1	TA	6	TF	1	Attchd	1976.0	Fin	2	229.886835	TA	TA	Y	29.073037	24.616879	58.490227	0	0	0	0	7	2006	WD	Normal	190000
365	366	70	RMD	59.0	10690	Paved	Reg	Lvl	AllPub	I	GS	IDOTRR	Norm	Norm	1Fam	2Story	5	7	1920	1997	Hip	SS	VinylSd	VinylSd	None	0.0	TA	Gd	CB	TA	Fa	No	Rec	456	Unf	0	216	672	GasA	Gd	Y	FuseA	672	672	0	1344	0	0	1	0	3	1	TA	6	TF	0	Detchd	1964.0	Unf	1	440.234779	TA	Fa	Y	-179.560065	11.203639	-83.438782	0	0	0	0	7	2009	WD	Normal	147000
366	367	20	RLD	NaN	9500	Paved	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	5	1963	1963	Gable	SS	Plywood	Plywood	BrkFace	247.0	TA	TA	CB	Gd	TA	No	BLQ	609	Unf	0	785	1394	GasA	Gd	Y	SBrkr	1394	0	0	1394	1	0	1	1	3	1	TA	6	TF	2	Attchd	1963.0	RFn	2	191.289539	TA	TA	Y	78.297283	123.300085	183.730669	0	185	0	0	7	2009	WD	Normal	159000
367	368	80	RLD	101.0	9150	Paved	IR1	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	SLvl	6	5	1962	1962	Gable	TG	Plywood	Plywood	BrkFace	305.0	TA	TA	CB	Gd	TA	Gd	GLQ	371	Unf	0	728	1099	GasA	Gd	Y	SBrkr	1431	0	0	1431	0	1	1	0	3	1	TA	6	TF	1	Basment	1962.0	RFn	1	740.575498	TA	TA	Y	335.563783	130.758889	10.455818	0	0	0	0	12	2008	WD	Normal	165000
368	369	20	RLD	78.0	7800	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1954	1954	Gable	SS	HdBoard	HdBoard	BrkFace	200.0	TA	TA	PC	TA	TA	No	LwQ	540	Unf	0	728	1268	GasA	Gd	Y	SBrkr	1268	0	0	1268	0	0	1	0	2	1	TA	7	TF	1	Attchd	1954.0	Fin	1	609.769931	TA	TA	Y	75.806085	85.347325	60.644349	0	0	0	0	3	2010	WD	Normal	132000
369	370	20	RLD	NaN	9830	Paved	IR1	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1959	2006	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	Gd	CB	TA	TA	No	ALQ	72	Rec	258	733	1063	GasA	Ex	Y	SBrkr	1287	0	0	1287	1	0	1	0	3	1	Gd	7	TF	1	Detchd	1997.0	Fin	2	484.049664	TA	TA	Y	27.751419	74.458307	109.537914	0	182	0	0	3	2010	WD	Normal	162000
370	371	60	RLD	NaN	8121	Paved	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	2000	2000	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0	Unf	0	953	953	GasA	Ex	Y	SBrkr	953	711	0	1664	0	0	2	1	3	1	TA	7	TF	1	Attchd	2000.0	RFn	2	500.034454	TA	TA	Y	64.902676	25.612893	36.034652	0	0	0	0	1	2006	WD	Normal	172400
371	372	50	RLD	80.0	17120	Paved	Reg	Lvl	AllPub	I	GS	ClearCr	Feedr	Norm	1Fam	1.5Fin	4	4	1959	1959	Gable	SS	WdShing	Plywood	None	0.0	TA	TA	CB	NaN	NaN	NaN	NaN	0	NaN	0	0	0	GasA	TA	Y	SBrkr	1120	468	0	1588	0	0	2	0	4	1	TA	7	MD2	1	Detchd	1991.0	Fin	2	346.639122	TA	TA	N	150.216042	118.779817	6.941573	0	0	0	0	7	2008	WD	Normal	134432
372	373	120	RLD	50.0	7175	Paved	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	TwnhsE	1Story	6	5	1984	1984	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	Gd	TA	No	ALQ	623	LwQ	121	0	744	GasA	TA	Y	SBrkr	752	0	0	752	1	0	1	0	2	1	TA	4	TF	0	Attchd	1984.0	Unf	1	330.671933	TA	TA	Y	49.376463	105.201843	28.666452	0	90	0	0	2	2010	WD	Normal	125000
373	374	20	RLD	79.0	10634	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1953	1953	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	PC	TA	TA	No	BLQ	428	LwQ	180	0	608	GasA	TA	Y	SBrkr	1319	0	0	1319	1	0	1	0	3	1	TA	5	MD2	0	Attchd	1953.0	Unf	1	181.586430	TA	TA	Y	90.117834	32.226325	-75.454591	0	0	0	0	11	2009	WD	Normal	123000
374	375	60	RLD	65.0	8200	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2003	2004	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	847	847	GasA	Ex	Y	SBrkr	847	1081	0	1928	0	0	2	1	4	1	Gd	8	TF	1	BuiltIn	2003.0	Fin	2	411.977807	TA	TA	Y	158.570685	74.198621	31.913474	0	0	0	0	7	2007	WD	Normal	219500
375	376	30	RLD	NaN	10020	Paved	IR1	Low	AllPub	I	SS	Edwards	Norm	Norm	1Fam	1Story	1	1	1922	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	Fa	Fa	BT	Fa	Po	Gd	BLQ	350	Unf	0	333	683	GasA	Gd	N	FuseA	904	0	0	904	1	0	0	1	1	1	Fa	4	MajD1	0	NaN	NaN	NaN	0	237.008719	NaN	NaN	Y	46.518756	-32.935871	135.368499	0	0	0	0	3	2009	WD	Normal	61000
376	377	85	RLD	57.0	8846	Paved	IR1	Lvl	AllPub	CulDSac	GS	CollgCr	Norm	Norm	1Fam	SFoyer	5	5	1996	1996	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	GLQ	298	Unf	0	572	870	GasA	Ex	Y	SBrkr	914	0	0	914	0	0	1	0	2	1	TA	5	TF	0	Detchd	1998.0	Unf	2	549.507659	TA	TA	Y	-73.191777	96.813561	87.788146	0	0	0	0	7	2006	WD	Normal	148000
377	378	60	FVR	102.0	11143	Paved	IR1	Lvl	AllPub	C	GS	Somerst	Norm	Norm	1Fam	2Story	8	5	2004	2005	Gable	SS	CemntBd	CmentBd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	1580	1580	GasA	Ex	Y	SBrkr	1580	886	0	2466	0	0	3	0	4	1	Gd	8	TF	1	Attchd	2004.0	RFn	2	174.399127	TA	TA	Y	46.488215	95.674488	87.942094	0	0	0	0	12	2007	WD	Normal	340000
378	379	20	RLD	88.0	11394	Paved	Reg	Lvl	AllPub	C	GS	StoneBr	Norm	Norm	1Fam	1Story	9	2	2010	2010	Hip	SS	VinylSd	VinylSd	Stone	350.0	Gd	TA	PC	Ex	TA	Av	GLQ	1445	Unf	0	411	1856	GasA	Ex	Y	SBrkr	1856	0	0	1856	1	0	1	1	1	1	Ex	8	TF	1	Attchd	2010.0	Fin	3	363.291981	TA	TA	Y	-194.007373	53.469115	37.371234	0	0	0	0	6	2010	New	Partial	394432
379	380	60	RLD	60.0	8123	Paved	IR1	Lvl	AllPub	I	GS	Gilbert	RRAn	Norm	1Fam	2Story	6	5	2000	2000	Gable	SS	VinylSd	VinylSd	BrkFace	16.0	TA	TA	PC	Gd	TA	No	Unf	0	Unf	0	982	982	GasA	Ex	Y	SBrkr	1007	793	0	1800	0	0	2	1	3	1	TA	7	TF	1	Attchd	2000.0	Fin	2	479.132736	TA	TA	Y	201.253893	68.484915	-2.015898	0	0	0	0	6	2009	WD	Normal	179000
380	381	50	RLD	50.0	5000	Paved	Reg	Lvl	AllPub	I	GS	SWISU	Norm	Norm	1Fam	1.5Fin	5	6	1924	1950	Gable	SS	BrkFace	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	LwQ	218	Unf	0	808	1026	GasA	TA	Y	SBrkr	1026	665	0	1691	0	0	2	0	3	1	Gd	6	TF	1	Detchd	1924.0	Unf	1	112.609421	TA	TA	Y	414.507666	170.404011	11.406182	0	0	0	0	5	2010	WD	Normal	127000
381	382	20	FVR	60.0	7200	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	7	5	2006	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	Gd	No	Unf	0	Unf	0	1293	1293	GasA	Ex	Y	SBrkr	1301	0	0	1301	1	0	2	0	2	1	Gd	5	TF	1	Attchd	2006.0	RFn	2	841.041174	TA	TA	Y	86.788920	87.641491	47.114429	0	0	0	0	8	2006	New	Partial	187750
382	383	60	RLD	79.0	9245	Paved	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2006	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	Unf	0	Unf	0	939	939	GasA	Ex	Y	SBrkr	939	858	0	1797	0	0	2	1	3	1	Gd	8	TF	0	Attchd	2006.0	RFn	2	353.464550	TA	TA	Y	154.149698	-84.150139	-12.382249	0	0	0	0	4	2007	WD	Normal	213500
383	384	45	RHD	60.0	9000	Paved	Reg	Lvl	AllPub	C	GS	SawyerW	Norm	Norm	1Fam	1.5Unf	6	3	1928	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	Fa	Fa	No	Unf	0	Unf	0	784	784	GasA	TA	N	FuseA	784	0	0	784	0	0	1	0	2	1	TA	5	TF	0	Detchd	1950.0	Unf	2	500.465854	Fa	Fa	N	146.831594	124.720822	17.437815	0	0	0	0	10	2009	WD	Normal	76000
384	385	60	RLD	NaN	53107	Paved	IR2	Low	AllPub	C	MS	ClearCr	Feedr	Norm	1Fam	2Story	6	5	1992	1992	Gable	SS	HdBoard	HdBoard	None	0.0	Gd	TA	PC	Gd	TA	Av	GLQ	985	Unf	0	595	1580	GasA	Ex	Y	SBrkr	1079	874	0	1953	1	0	2	1	3	1	Gd	9	TF	2	Attchd	1992.0	Fin	2	675.473395	TA	TA	Y	258.239365	131.992148	-119.944977	0	0	0	0	6	2007	WD	Normal	240000
385	386	120	RLD	43.0	3182	Paved	Reg	Lvl	AllPub	I	GS	Blmngtn	Norm	Norm	TwnhsE	1Story	8	5	2004	2005	Gable	SS	VinylSd	VinylSd	BrkFace	16.0	Gd	TA	PC	Gd	TA	No	GLQ	24	Unf	0	1232	1256	GasA	Ex	Y	SBrkr	1269	0	0	1269	0	0	2	0	2	1	Gd	6	TF	1	Attchd	2004.0	Fin	2	524.598024	TA	TA	Y	45.058782	117.836006	20.018291	0	144	0	0	4	2010	WD	Normal	192000
386	387	50	RLD	58.0	8410	Paved	Reg	Lvl	AllPub	FR2P	GS	Edwards	Feedr	Norm	1Fam	1.5Fin	5	3	1910	1996	Gambrel	SS	Wd Sdng	VinylSd	None	0.0	TA	Fa	PC	TA	TA	No	Unf	0	Unf	0	658	658	GasA	TA	Y	SBrkr	658	526	0	1184	0	0	1	0	5	1	TA	8	TF	0	NaN	NaN	NaN	0	441.935354	NaN	NaN	N	-53.040412	96.916154	98.514351	0	0	0	0	5	2006	WD	AdjLand	81000
387	388	80	RLD	72.0	7200	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	SLvl	6	6	1976	1976	Hip	SS	MetalSd	MetalSd	BrkFace	255.0	TA	TA	CB	TA	TA	Av	ALQ	631	Unf	0	410	1041	GasA	Ex	Y	SBrkr	1125	0	0	1125	1	0	1	0	3	1	TA	6	TF	1	Detchd	1977.0	Unf	1	545.054441	TA	TA	Y	-5.560061	51.658161	42.191491	0	0	0	0	10	2009	WD	Abnorml	125000
388	389	20	RLD	93.0	9382	Paved	IR1	Lvl	AllPub	CulDSac	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	1999	2000	Gable	SS	VinylSd	VinylSd	BrkFace	125.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	1468	1468	GasA	Ex	Y	SBrkr	1479	0	0	1479	0	0	2	0	3	1	Gd	6	TF	0	Attchd	1999.0	RFn	2	322.316091	TA	TA	Y	203.628710	178.832684	19.604521	0	0	0	0	7	2008	WD	Normal	191000
389	390	60	RLD	96.0	12474	Paved	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	2Story	10	5	2007	2008	Gable	SS	VinylSd	VinylSd	Stone	272.0	Ex	TA	PC	Ex	TA	Av	GLQ	1280	Unf	0	402	1682	GasA	Ex	Y	SBrkr	1742	590	0	2332	1	0	2	1	3	1	Ex	9	TF	1	BuiltIn	2008.0	Fin	3	858.224114	TA	TA	Y	0.057297	234.675577	30.542865	0	0	0	0	8	2008	New	Partial	426000
390	391	50	RLD	50.0	8405	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1.5Fin	5	8	1900	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	Gd	No	Rec	241	BLQ	391	229	861	GasA	Ex	Y	SBrkr	961	406	0	1367	1	0	1	0	4	1	TA	7	TF	0	Detchd	1978.0	Unf	1	422.820952	TA	TA	Y	-21.085528	-8.575376	-35.991443	0	0	0	0	4	2008	WD	Normal	119000
391	392	60	RLD	71.0	12209	Paved	IR1	Lvl	AllPub	CulDSac	GS	Mitchel	Norm	Norm	1Fam	2Story	6	5	2001	2002	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Ex	TA	No	ALQ	690	Unf	0	114	804	GasA	Ex	Y	SBrkr	804	1157	0	1961	1	0	2	1	3	1	Gd	7	TF	1	BuiltIn	2001.0	Fin	2	136.157293	TA	TA	Y	88.921957	9.542792	-14.971696	0	0	0	0	6	2009	WD	Normal	215000
392	393	20	RLD	NaN	8339	Paved	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1959	1959	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	SL	NaN	NaN	NaN	NaN	0	NaN	0	0	0	GasA	TA	Y	SBrkr	882	0	0	882	0	0	1	0	3	1	TA	5	TF	0	Attchd	1959.0	RFn	1	409.340977	TA	TA	Y	-63.856161	58.022130	20.329077	0	0	0	1200	7	2007	WD	Normal	106500
393	394	30	RLD	NaN	7446	Paved	Reg	Lvl	AllPub	C	GS	BrkSide	Feedr	Norm	1Fam	1Story	4	5	1941	1950	Gable	SS	WdShing	Wd Shng	None	0.0	TA	TA	CB	TA	TA	No	Rec	266	Unf	0	522	788	GasA	TA	Y	FuseA	788	0	0	788	0	0	1	0	2	1	TA	4	TF	2	NaN	NaN	NaN	0	171.491016	NaN	NaN	Y	218.996683	34.970939	-0.783478	0	0	0	0	4	2006	WD	Abnorml	100000
394	395	50	RLD	60.0	10134	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1.5Fin	5	6	1940	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	735	735	GasA	Gd	Y	FuseA	735	299	0	1034	0	0	1	0	2	1	TA	5	TF	0	Detchd	1940.0	Unf	1	299.918260	TA	TA	Y	-60.517480	-20.635742	80.574999	0	0	0	0	7	2007	WD	Normal	109000
395	396	20	RLD	68.0	9571	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	5	6	1956	1956	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	Av	BLQ	739	Unf	0	405	1144	GasA	TA	Y	SBrkr	1144	0	0	1144	1	0	1	0	3	1	TA	6	TF	0	Attchd	1956.0	Unf	1	737.830747	TA	TA	Y	92.797895	-33.812357	-31.465502	0	0	0	0	6	2010	WD	Normal	129000
396	397	20	RLD	60.0	7200	Paved	Reg	Low	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	5	5	1972	1972	Hip	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	Av	Rec	777	Unf	0	117	894	GasA	TA	Y	SBrkr	894	0	0	894	0	0	1	0	2	1	TA	6	TF	0	Detchd	1985.0	RFn	2	716.027523	TA	TA	Y	204.189665	-15.704084	-4.076349	0	0	0	0	9	2009	WD	Normal	123000
397	398	60	RLD	69.0	7590	Paved	Reg	Lvl	AllPub	I	GS	NAmes	PosN	Norm	1Fam	2Story	5	5	1962	1962	Gable	SS	VinylSd	VinylSd	BrkFace	288.0	TA	TA	CB	TA	TA	No	ALQ	540	Unf	0	324	864	GasA	TA	Y	SBrkr	876	936	0	1812	0	0	2	0	4	1	TA	8	TF	1	Attchd	1962.0	RFn	1	531.657052	TA	TA	Y	-21.061101	-53.073205	35.767551	0	0	0	0	7	2007	WD	Normal	169500
398	399	30	RMD	60.0	8967	Paved	Reg	Lvl	AllPub	C	GS	IDOTRR	Norm	Norm	1Fam	1Story	5	2	1920	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Fa	BT	Fa	Po	No	Unf	0	Unf	0	961	961	GasA	Gd	Y	Mix	1077	0	0	1077	0	0	1	0	2	1	TA	6	MajD2	0	Detchd	1920.0	Unf	1	56.288162	Po	Po	N	-74.167395	20.678839	124.504891	0	0	0	0	11	2007	WD	Abnorml	67000
399	400	60	FVR	65.0	8125	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	2Story	7	5	2006	2007	Gable	SS	CemntBd	CmentBd	Stone	100.0	Gd	TA	PC	Gd	TA	No	GLQ	812	Unf	0	280	1092	GasA	Ex	Y	SBrkr	1112	438	0	1550	1	0	2	0	2	1	Gd	7	TF	0	Attchd	2007.0	Fin	2	675.289161	TA	TA	Y	-178.905086	16.054434	44.622170	0	0	0	0	10	2009	WD	Normal	241000
400	401	120	RLD	38.0	14963	Paved	IR2	Lvl	AllPub	I	GS	Veenker	Norm	Norm	TwnhsE	1Story	8	5	1996	1996	Gable	SS	BrkFace	BrkFace	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	786	Unf	0	474	1260	GasA	Ex	Y	SBrkr	1288	0	0	1288	1	0	1	1	1	1	Ex	4	TF	2	Attchd	1996.0	Fin	2	679.174957	TA	TA	Y	132.288733	77.493339	73.073036	0	224	0	0	12	2008	WD	Normal	245500
401	402	20	RLD	65.0	8767	Paved	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2005	2005	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	GLQ	24	Unf	0	1286	1310	GasA	Ex	Y	SBrkr	1310	0	0	1310	0	0	2	0	3	1	Gd	6	TF	1	Attchd	2005.0	Fin	2	311.866625	TA	TA	Y	351.998603	75.089892	71.399600	0	0	0	0	7	2006	New	Partial	164990
402	403	30	RLD	60.0	10200	Paved	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	8	1940	1997	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	PC	TA	TA	No	Unf	0	Unf	0	672	672	GasA	Ex	Y	SBrkr	672	0	0	672	0	0	1	0	2	1	TA	4	TF	0	Detchd	1940.0	Unf	1	196.135863	TA	TA	N	22.506838	20.040686	-5.016296	0	0	0	0	8	2008	WD	Normal	108000
403	404	60	RLD	93.0	12090	Paved	Reg	Lvl	AllPub	C	GS	NoRidge	Norm	Norm	1Fam	2Story	8	5	1998	1998	Hip	SS	VinylSd	VinylSd	BrkFace	650.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	1141	1141	GasA	Gd	Y	SBrkr	1165	1098	0	2263	0	0	2	1	4	1	Gd	10	TF	1	BuiltIn	1998.0	Fin	2	188.566596	TA	TA	Y	79.727196	-4.747354	75.338905	0	0	0	0	7	2006	WD	Abnorml	258000
404	405	60	RLD	NaN	10364	Paved	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	1995	1996	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0	Unf	0	806	806	GasA	Gd	Y	SBrkr	806	766	0	1572	0	0	2	1	3	1	TA	7	TF	1	BuiltIn	1995.0	Fin	2	224.238645	TA	TA	Y	59.462457	87.972304	6.101961	0	0	0	0	5	2007	WD	Normal	168000
405	406	20	RLD	NaN	9991	Paved	IR1	Lvl	AllPub	C	GS	Sawyer	Feedr	Norm	1Fam	1Story	4	4	1976	1993	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	TA	TA	No	BLQ	1116	Unf	0	165	1281	GasA	Ex	Y	SBrkr	1620	0	0	1620	1	0	2	0	3	1	TA	8	MD1	1	Attchd	1993.0	Unf	2	645.632407	TA	TA	Y	184.916284	7.119663	12.208919	0	0	0	0	6	2009	WD	Normal	150000
406	407	50	RLD	51.0	10480	Paved	Reg	Lvl	AllPub	I	GS	SWISU	Norm	Norm	1Fam	1.5Fin	6	5	1936	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	1064	1064	GasA	Ex	Y	FuseA	1166	0	473	1639	0	0	1	0	3	1	TA	6	MajD2	0	Detchd	1936.0	Unf	1	607.257686	TA	TA	Y	120.635059	-36.195226	73.810340	0	0	0	0	3	2008	WD	Normal	115000
407	408	70	RLD	63.0	15576	Paved	Reg	Lvl	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	2Story	6	7	1915	1976	Gable	SS	Wd Sdng	Plywood	None	0.0	TA	TA	BT	Gd	TA	No	Unf	0	Unf	0	840	840	GasA	Ex	Y	SBrkr	840	840	0	1680	0	0	2	0	4	1	TA	8	TF	0	Attchd	1960.0	Unf	1	289.891159	TA	TA	Y	110.119526	181.539155	91.505248	0	0	0	0	3	2008	WD	Normal	177000
408	409	60	RLD	109.0	14154	Paved	Reg	Lvl	AllPub	C	GS	NridgHt	Norm	Norm	1Fam	2Story	7	5	2006	2006	Gable	SS	VinylSd	VinylSd	BrkFace	350.0	Gd	TA	PC	Ex	Gd	No	Unf	0	Unf	0	1063	1063	GasA	Ex	Y	SBrkr	1071	1101	0	2172	0	0	2	1	3	1	Gd	9	TF	1	Attchd	2006.0	RFn	3	328.581843	TA	TA	Y	207.939352	-59.850809	-10.956172	0	0	0	0	8	2007	New	Partial	280000
409	410	60	FVR	85.0	10800	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	2Story	8	5	2007	2008	Gable	SS	VinylSd	VinylSd	Stone	100.0	Gd	TA	PC	Ex	TA	No	GLQ	789	Unf	0	245	1034	GasA	Ex	Y	SBrkr	1050	1028	0	2078	1	0	2	1	3	1	Ex	8	TF	1	Attchd	2008.0	Fin	3	653.138549	TA	TA	Y	-113.707309	185.777975	-61.023598	0	0	0	0	4	2008	New	Partial	339750
410	411	20	RLD	68.0	9571	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	5	3	1958	1958	Gable	SS	BrkComm	Brk Cmn	None	0.0	TA	Fa	CB	TA	Fa	No	Unf	0	Unf	0	1276	1276	GasA	TA	Y	FuseA	1276	0	0	1276	0	0	1	0	3	1	TA	5	MD	0	Attchd	1958.0	Unf	1	518.097754	TA	TA	Y	173.504845	-6.224345	4.601816	0	0	0	0	6	2009	COD	Abnorml	60000
411	412	190	RLD	100.0	34650	Paved	Reg	Bnk	AllPub	I	GS	Gilbert	Norm	Norm	2fmCon	1Story	5	5	1955	1955	Hip	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	Mn	Rec	1056	Unf	0	0	1056	GasA	TA	N	SBrkr	1056	0	0	1056	1	0	1	0	3	1	TA	5	TF	0	Attchd	1955.0	Fin	2	352.502527	TA	TA	Y	184.467749	75.913981	36.247840	0	0	0	0	1	2006	WD	Normal	145000
412	413	20	FVR	NaN	4403	Paved	IR2	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	7	5	2009	2009	Gable	SS	MetalSd	MetalSd	Stone	432.0	Ex	TA	PC	Ex	TA	Av	GLQ	578	Unf	0	892	1470	GasA	Ex	Y	SBrkr	1478	0	0	1478	1	0	2	1	2	1	Gd	7	TF	1	Attchd	2009.0	Fin	2	278.683068	TA	TA	Y	235.500532	-3.566853	-92.705122	0	0	0	0	6	2010	New	Partial	222000
413	414	30	RMD	56.0	8960	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Artery	Norm	1Fam	1Story	5	6	1927	1950	Gable	SS	WdShing	Wd Shng	None	0.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	1008	1008	GasA	Gd	Y	FuseA	1028	0	0	1028	0	0	1	0	2	1	TA	5	TF	1	Detchd	1927.0	Unf	2	540.000192	TA	TA	Y	-128.552671	74.264430	27.440118	0	0	0	0	3	2010	WD	Normal	115000
414	415	60	RLD	59.0	11228	Paved	IR2	Lvl	AllPub	CulDSac	GS	SawyerW	Norm	Norm	1Fam	2Story	7	5	1993	1993	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	BLQ	50	GLQ	531	499	1080	GasA	Ex	Y	SBrkr	1080	1017	0	2097	0	1	2	1	3	1	Gd	9	TF	1	Attchd	1993.0	Unf	3	384.705075	TA	TA	Y	114.912059	64.575821	-10.167210	0	0	0	0	12	2008	WD	Normal	228000
415	416	20	RLD	73.0	8899	Paved	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	1Story	7	5	2007	2007	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	GLQ	24	Unf	0	1316	1340	GasA	Ex	Y	SBrkr	1340	0	0	1340	0	0	2	0	3	1	Gd	6	TF	0	Attchd	2007.0	Fin	2	567.316492	TA	TA	Y	88.290006	-4.229398	-6.384852	0	0	0	0	8	2007	New	Partial	181134
416	417	60	RLD	74.0	7844	Paved	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	2Story	6	7	1978	1978	Hip	SS	HdBoard	HdBoard	BrkFace	203.0	TA	TA	CB	TA	TA	No	ALQ	209	Unf	0	463	672	GasA	TA	Y	SBrkr	672	728	0	1400	0	0	1	1	3	1	TA	6	TF	1	Attchd	1978.0	Fin	2	665.744889	TA	TA	Y	-33.742034	25.672725	32.509870	0	0	0	0	3	2006	WD	Normal	149500
417	418	70	RLD	86.0	22420	Paved	IR1	Lvl	AllPub	I	GS	Crawfor	Feedr	Norm	1Fam	2Story	6	6	1918	1950	Hip	SS	Wd Sdng	Stucco	None	0.0	TA	TA	BT	Gd	TA	No	BLQ	1128	Unf	0	242	1370	GasW	TA	N	FuseA	1370	1254	0	2624	1	0	2	1	4	1	TA	10	TF	1	Detchd	1918.0	Unf	3	711.101643	TA	TA	N	135.005450	39.629651	31.799532	0	0	0	0	11	2007	WD	Normal	239000
418	419	50	RLD	60.0	8160	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1.5Fin	5	6	1940	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	TA	No	ALQ	312	Unf	0	444	756	GasA	Fa	N	FuseF	756	378	0	1134	1	0	1	1	3	1	TA	7	TF	0	Detchd	1940.0	Unf	1	442.205742	TA	TA	P	244.012813	18.245074	3.834280	0	0	0	0	4	2007	WD	AdjLand	126000
419	420	20	RLD	65.0	8450	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1968	1968	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	No	BLQ	775	Unf	0	281	1056	GasA	Ex	Y	SBrkr	1056	0	0	1056	1	0	1	0	3	1	TA	6	TF	1	Attchd	1968.0	Unf	1	600.531484	TA	TA	Y	110.311367	99.985162	1.770741	0	0	0	0	7	2010	WD	Normal	142000
420	421	90	RMD	78.0	7060	Paved	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	Duplex	SFoyer	7	5	1997	1998	Gable	SS	VinylSd	VinylSd	BrkFace	200.0	TA	Gd	PC	Gd	Gd	Gd	GLQ	1309	Unf	0	35	1344	GasA	Ex	Y	SBrkr	1344	0	0	1344	2	0	2	0	2	2	TA	8	TF	0	Attchd	1997.0	Fin	4	544.092574	TA	TA	Y	-39.417765	150.775078	-33.085972	0	0	0	0	11	2008	WD	Alloca	206300
421	422	20	RLD	NaN	16635	Paved	IR1	Lvl	AllPub	FR2P	GS	NWAmes	Norm	Norm	1Fam	1Story	6	7	1977	2000	Gable	SS	CemntBd	CmentBd	Stone	126.0	Gd	TA	CB	Gd	TA	No	ALQ	1246	Unf	0	356	1602	GasA	Gd	Y	SBrkr	1602	0	0	1602	0	1	2	0	3	1	Gd	8	TF	1	Attchd	1977.0	Fin	2	268.470550	TA	TA	Y	122.225474	62.003833	28.634290	0	0	0	0	6	2009	WD	Normal	215000
422	423	20	RLD	100.0	21750	Paved	Reg	HLS	AllPub	I	MS	Mitchel	Artery	Norm	1Fam	1Story	5	5	1954	1954	Hip	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	988	988	GasA	Ex	Y	FuseA	988	0	0	988	0	0	1	0	2	1	TA	4	TF	0	Attchd	1954.0	RFn	2	393.659111	TA	TA	N	176.336693	77.633944	16.886186	0	0	0	0	2	2008	WD	Normal	113000
423	424	60	RLD	80.0	9200	Paved	Reg	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	2Story	8	5	1998	1998	Gable	SS	VinylSd	VinylSd	BrkFace	473.0	Gd	TA	PC	Gd	TA	No	GLQ	986	Unf	0	484	1470	GasA	Gd	Y	SBrkr	1470	1160	0	2630	1	0	2	1	4	1	Gd	8	TF	1	Attchd	1998.0	Fin	3	549.820067	TA	TA	Y	77.309977	69.479243	61.718333	0	0	0	0	6	2008	WD	Normal	315000
424	425	20	RLD	72.0	9000	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	5	1956	1956	Gable	SS	Wd Sdng	Wd Sdng	BrkFace	74.0	TA	TA	CB	Gd	TA	No	LwQ	616	Unf	0	580	1196	GasA	Gd	Y	FuseA	1196	0	0	1196	1	0	1	0	2	1	TA	6	TF	1	Attchd	1956.0	RFn	1	501.728291	TA	TA	Y	205.791793	25.536288	3.273773	0	0	0	0	5	2008	WD	Normal	139000
425	426	60	RMD	60.0	3378	Paved	Reg	HLS	AllPub	I	GS	OldTown	Norm	Norm	1Fam	2Story	7	8	1946	1992	Gable	SS	HdBoard	HdBoard	None	0.0	TA	Gd	CB	TA	TA	No	Unf	0	Unf	0	651	651	GasA	Gd	Y	SBrkr	707	682	0	1389	0	0	1	1	3	1	TA	6	TF	2	Detchd	1947.0	Unf	1	623.235768	TA	TA	P	32.427118	85.049004	89.027319	0	0	0	0	9	2009	WD	Normal	135000
426	427	80	RLD	NaN	12800	Paved	Reg	Low	AllPub	I	MS	SawyerW	Norm	Norm	1Fam	SLvl	7	5	1989	1989	Gable	SS	Wd Sdng	Wd Sdng	BrkFace	145.0	Gd	TA	PC	Gd	TA	Gd	GLQ	1518	Unf	0	0	1518	GasA	Gd	Y	SBrkr	1644	0	0	1644	1	1	2	0	2	1	Gd	5	TF	1	Attchd	1989.0	Fin	2	367.370473	TA	TA	Y	198.333830	118.302322	-3.708557	0	396	0	0	8	2009	WD	Normal	275000
427	428	20	RLD	77.0	8593	Paved	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	4	6	1957	1957	Hip	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Rec	288	Unf	0	619	907	GasA	Ex	Y	SBrkr	907	0	0	907	0	0	1	0	3	1	TA	5	TF	0	Detchd	1964.0	Unf	1	413.406277	TA	TA	Y	65.917723	62.433451	97.134511	0	0	0	0	7	2008	WD	Normal	109008
428	429	20	RLD	64.0	6762	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2007	2007	Gable	SS	VinylSd	VinylSd	BrkFace	108.0	Gd	TA	PC	Gd	TA	No	GLQ	664	Unf	0	544	1208	GasA	Ex	Y	SBrkr	1208	0	0	1208	1	0	2	0	2	1	Gd	6	TF	0	Attchd	2007.0	RFn	2	784.537580	TA	TA	Y	-18.275940	66.154186	46.087568	0	0	0	0	9	2007	New	Partial	195400
429	430	20	RLD	130.0	11457	Paved	IR1	Lvl	AllPub	C	GS	Timber	Norm	Norm	1Fam	1Story	6	5	1988	1988	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	Gd	TA	Mn	GLQ	1005	Unf	0	387	1392	GasA	TA	Y	SBrkr	1412	0	0	1412	1	0	2	0	3	1	Gd	6	TF	1	Attchd	1988.0	Unf	2	417.524051	TA	TA	Y	35.861570	-2.538378	-4.678235	0	0	0	0	3	2009	WD	Normal	175000
430	431	160	RMD	21.0	1680	Paved	Reg	Lvl	AllPub	I	GS	BrDale	Norm	Norm	Twnhs	2Story	6	5	1971	1971	Gable	SS	HdBoard	HdBoard	BrkFace	232.0	TA	TA	CB	TA	TA	No	ALQ	387	Unf	0	96	483	GasA	TA	Y	SBrkr	483	504	0	987	0	0	1	1	2	1	TA	4	TF	0	Detchd	1971.0	Unf	1	231.904604	TA	TA	Y	73.392701	27.391299	36.586754	0	0	0	0	7	2008	COD	Abnorml	85400
431	432	50	RMD	60.0	5586	Paved	IR1	Bnk	AllPub	I	GS	OldTown	Feedr	Norm	1Fam	1.5Fin	6	7	1920	1998	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	901	901	GasA	Gd	Y	SBrkr	1088	110	0	1198	0	0	1	0	4	1	TA	7	TF	0	NaN	NaN	NaN	0	162.267449	NaN	NaN	N	38.277965	27.625397	160.680614	0	0	0	0	9	2008	ConLD	Abnorml	79900
432	433	160	RMD	24.0	1920	Paved	Reg	Lvl	AllPub	I	GS	BrDale	Norm	Norm	TwnhsE	2Story	5	5	1971	1971	Gable	SS	HdBoard	HdBoard	BrkFace	376.0	TA	TA	CB	TA	TA	No	ALQ	471	Unf	0	294	765	GasA	Ex	Y	SBrkr	765	600	0	1365	1	0	1	1	2	1	TA	6	MD1	0	Detchd	1971.0	Unf	2	583.263470	TA	TA	Y	-78.252924	141.869750	-101.251443	0	0	0	0	8	2007	WD	Normal	122500
433	434	60	RLD	100.0	10839	Paved	IR1	Lvl	AllPub	C	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	1997	1998	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0	Unf	0	926	926	GasA	Ex	Y	SBrkr	926	678	0	1604	0	0	2	1	3	1	TA	7	TF	1	Attchd	1997.0	Fin	2	402.318580	TA	TA	Y	61.552060	99.560682	79.603323	0	0	0	0	7	2008	WD	Normal	181000
434	435	180	RMD	21.0	1890	Paved	Reg	Lvl	AllPub	I	GS	MeadowV	Norm	Norm	Twnhs	SFoyer	4	7	1972	1972	Gable	SS	CemntBd	CmentBd	None	0.0	TA	Gd	CB	Gd	TA	Av	ALQ	495	Unf	0	135	630	GasA	Gd	Y	SBrkr	630	0	0	630	1	0	1	0	1	1	TA	3	TF	0	NaN	NaN	NaN	0	527.108168	NaN	NaN	Y	-96.451572	31.621893	9.412739	0	0	0	0	6	2008	WD	Normal	81000
435	436	60	RLD	43.0	10667	Paved	IR2	Lvl	AllPub	CulDSac	GS	CollgCr	PosN	Norm	1Fam	2Story	7	6	1996	1996	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	GLQ	385	ALQ	344	70	799	GasA	Ex	Y	SBrkr	827	834	0	1661	1	0	2	1	3	1	Gd	6	TF	1	Attchd	1996.0	RFn	2	717.132475	TA	TA	Y	160.920958	-8.353585	13.155120	0	0	0	0	4	2009	ConLw	Normal	212000
436	437	50	RMD	40.0	4400	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1.5Fin	6	8	1920	1950	Gable	SS	Stucco	Stucco	None	0.0	TA	TA	BT	Fa	TA	No	Unf	0	Unf	0	648	648	GasA	TA	Y	FuseA	734	384	0	1118	0	0	1	0	2	1	TA	6	TF	0	Detchd	1990.0	Unf	2	624.578681	TA	TA	Y	40.886170	-62.957509	32.997023	0	0	0	0	10	2006	WD	Normal	116000
437	438	45	RMD	50.0	6000	Paved	Reg	Lvl	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	1.5Unf	6	7	1926	2004	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	Gd	TA	PC	TA	TA	No	Unf	0	Unf	0	884	884	GasA	Gd	Y	SBrkr	904	0	0	904	0	0	1	0	2	1	TA	4	TF	0	Detchd	1926.0	Unf	1	234.373153	TA	TA	Y	106.437481	69.502008	45.724206	0	0	0	0	1	2009	WD	Normal	119000
438	439	30	RLD	40.0	4280	Paved	Reg	Lvl	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	1Story	5	6	1913	2002	Gable	SS	WdShing	Stucco	None	0.0	TA	TA	PC	TA	TA	No	LwQ	365	Unf	0	75	440	GasA	TA	N	SBrkr	694	0	0	694	0	0	1	0	2	1	Gd	4	TF	1	Detchd	1990.0	Unf	1	603.629148	Gd	TA	P	104.506036	17.025665	-108.331197	0	0	0	0	3	2007	WD	Normal	90350
439	440	50	RLD	67.0	12354	Paved	Reg	Lvl	AllPub	C	GS	Edwards	Norm	Norm	1Fam	1.5Fin	6	8	1920	2000	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	Fa	Mn	Unf	0	Unf	0	684	684	GasA	Gd	Y	SBrkr	684	512	0	1196	0	0	1	0	3	1	Gd	7	TF	0	Detchd	2005.0	Unf	2	527.293069	TA	TA	Y	27.983576	14.696715	110.324932	0	0	0	800	8	2009	ConLI	Normal	110000
440	441	20	RLD	105.0	15431	Paved	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	1Story	10	5	2008	2008	Hip	SS	VinylSd	VinylSd	Stone	200.0	Ex	TA	PC	Ex	TA	Gd	GLQ	1767	ALQ	539	788	3094	GasA	Ex	Y	SBrkr	2402	0	0	2402	1	0	2	0	2	1	Ex	10	TF	2	Attchd	2008.0	Fin	3	549.509943	TA	TA	Y	177.858013	84.790279	113.336185	0	170	0	0	4	2009	WD	Normal	555000
441	442	90	RLD	92.0	12108	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	Duplex	1Story	4	4	1955	1955	Gable	SS	VinylSd	VinylSd	BrkFace	270.0	TA	TA	CB	TA	TA	No	ALQ	133	Unf	0	1307	1440	GasA	TA	N	FuseF	1440	0	0	1440	0	0	2	0	4	2	Fa	8	TF	0	NaN	NaN	NaN	0	411.041028	NaN	NaN	Y	-5.765583	-29.344827	-75.475647	0	0	0	0	9	2008	WD	Normal	118000
442	443	50	RMD	52.0	6240	Paved	Reg	Lvl	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	1.5Fin	5	7	1930	1992	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	PC	TA	TA	No	Unf	0	Unf	0	1078	1078	GasA	TA	Y	SBrkr	1128	445	0	1573	0	0	2	0	3	1	TA	8	TF	1	Detchd	1930.0	Unf	2	-1.415920	TA	TA	P	360.164514	-47.124532	-22.830832	0	0	0	0	6	2008	WD	Normal	162900
443	444	120	RLD	53.0	3922	Paved	Reg	Lvl	AllPub	I	GS	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2006	2007	Gable	SS	WdShing	Wd Shng	BrkFace	72.0	Gd	TA	PC	Ex	TA	Av	Unf	0	Unf	0	1258	1258	GasA	Ex	Y	SBrkr	1258	0	0	1258	0	0	2	0	2	1	Gd	6	TF	1	Attchd	2007.0	Fin	3	544.876760	TA	TA	Y	91.399004	-57.256781	138.797340	0	0	0	0	6	2007	New	Partial	172500
444	445	60	RLD	70.0	8750	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	1994	1995	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	Gd	PC	Gd	TA	No	GLQ	642	Unf	0	273	915	GasA	Ex	Y	SBrkr	933	975	0	1908	1	0	2	1	4	1	Gd	8	TF	1	Attchd	1994.0	Unf	2	325.815613	TA	TA	Y	-87.138173	-55.666661	70.547558	0	0	0	0	7	2008	WD	Normal	210000
445	446	20	RLD	73.0	9855	Paved	Reg	Lvl	AllPub	C	GS	Edwards	Norm	Norm	1Fam	1Story	6	5	1956	1956	Hip	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	1436	1436	GasA	Fa	Y	SBrkr	1689	0	0	1689	0	0	1	0	3	1	TA	7	TF	1	Attchd	1956.0	Unf	2	317.688715	TA	TA	Y	168.399312	-3.486526	55.938910	0	0	0	0	11	2009	COD	Normal	127500
446	447	20	RLD	137.0	16492	Paved	IR1	Lvl	AllPub	C	GS	NAmes	PosA	Norm	1Fam	1Story	6	6	1966	2002	Gable	SS	BrkFace	Plywood	None	0.0	Gd	TA	CB	TA	TA	No	ALQ	247	Rec	713	557	1517	GasA	Ex	Y	SBrkr	1888	0	0	1888	0	0	2	1	2	1	Gd	6	MD	1	Attchd	1966.0	Fin	2	459.927746	TA	TA	Y	38.466539	78.822331	77.930798	0	0	0	0	6	2010	WD	Normal	190000
447	448	60	RLD	NaN	11214	Paved	IR1	Lvl	AllPub	C	GS	Gilbert	Norm	Norm	1Fam	2Story	7	5	1998	1999	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	930	930	GasA	Gd	Y	SBrkr	956	930	0	1886	0	0	2	1	4	1	Gd	10	TF	1	Attchd	1998.0	Fin	2	348.016642	TA	TA	Y	-65.097372	86.755250	22.269286	0	0	0	0	7	2006	WD	Normal	199900
448	449	50	RMD	50.0	8600	Paved	Reg	Bnk	AllPub	I	GS	IDOTRR	Norm	Norm	1Fam	1.5Fin	6	6	1937	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	780	780	GasA	TA	Y	SBrkr	780	596	0	1376	0	0	2	0	3	1	TA	7	TF	1	Detchd	1937.0	Unf	1	390.462270	TA	TA	N	192.148136	-33.177883	-44.005128	0	0	0	0	6	2006	WD	Normal	119500
449	450	50	RMD	50.0	6000	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1.5Fin	3	7	1948	2002	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	CB	TA	TA	No	ALQ	331	Unf	0	318	649	GasA	Ex	Y	SBrkr	679	504	0	1183	0	0	1	1	2	1	TA	6	TF	0	Detchd	1981.0	Unf	1	534.051310	TA	TA	Y	77.623041	-18.490586	15.474573	0	0	0	0	6	2007	WD	Normal	120000
450	451	30	RMD	70.0	5684	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1Story	6	8	1930	2005	Hip	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	813	813	GasA	Ex	Y	FuseA	813	0	0	813	0	0	1	0	2	1	Gd	5	TF	0	Detchd	1932.0	Unf	1	793.569567	Fa	Fa	N	159.865472	112.155517	-48.762905	0	0	0	0	6	2006	WD	Normal	110000
451	452	20	RLD	62.0	70761	Paved	IR1	Low	AllPub	I	MS	ClearCr	Norm	Norm	1Fam	1Story	7	5	1975	1975	Gable	WSh	Plywood	Plywood	None	0.0	TA	TA	CB	Gd	TA	Gd	ALQ	655	Unf	0	878	1533	GasA	TA	Y	SBrkr	1533	0	0	1533	1	0	2	0	2	1	Gd	5	TF	2	Attchd	1975.0	Unf	2	643.340825	TA	TA	Y	98.518697	87.680203	66.024723	0	0	0	0	12	2006	WD	Normal	280000
452	453	60	RLD	NaN	9303	Paved	IR1	Lvl	AllPub	C	GS	Timber	Norm	Norm	1Fam	2Story	6	5	1996	1997	Hip	SS	VinylSd	VinylSd	BrkFace	42.0	Gd	TA	PC	Ex	TA	No	ALQ	742	Unf	0	130	872	GasA	Ex	Y	SBrkr	888	868	0	1756	1	0	2	1	3	1	TA	7	TF	0	Attchd	1996.0	Fin	2	332.286832	TA	TA	Y	220.686745	-127.053998	-35.314212	0	0	0	0	7	2007	WD	Normal	204000
453	454	60	FVR	75.0	9000	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	2Story	8	5	2008	2008	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	768	768	GasA	Ex	Y	SBrkr	786	804	0	1590	0	0	2	1	3	1	Gd	6	TF	0	Attchd	2008.0	RFn	2	714.327672	TA	TA	Y	181.978080	45.186730	64.074872	0	0	0	0	6	2009	WD	Normal	210000
454	455	90	RLD	63.0	9297	Paved	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	Duplex	1Story	5	5	1976	1976	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	TA	TA	No	ALQ	1606	Unf	0	122	1728	GasA	TA	Y	SBrkr	1728	0	0	1728	2	0	2	0	4	2	TA	8	TF	0	Detchd	1976.0	Unf	2	434.829082	TA	TA	Y	182.720908	-6.309415	39.191032	0	0	0	0	7	2006	WD	Family	188000
455	456	20	RLD	80.0	9600	Paved	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	1Story	7	6	1973	1973	Hip	SS	HdBoard	HdBoard	BrkFace	320.0	TA	TA	CB	TA	TA	No	ALQ	916	Unf	0	326	1242	GasA	Fa	Y	SBrkr	1242	0	0	1242	0	0	1	1	3	1	TA	6	TF	1	Attchd	1973.0	Unf	2	703.746768	TA	TA	Y	193.685816	36.395502	73.915480	0	0	0	0	9	2007	WD	Normal	175500
456	457	70	RMD	34.0	4571	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	2Story	5	5	1916	1950	Gable	SS	AsbShng	AsbShng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	624	624	GasA	Fa	N	SBrkr	624	720	0	1344	0	0	1	0	4	1	TA	7	TF	0	Detchd	1916.0	Unf	3	809.109813	Fa	Fa	Y	326.423773	122.319597	142.666654	0	0	0	0	5	2008	COD	Abnorml	98000
457	458	20	RLD	NaN	53227	Paved	IR1	Low	AllPub	CulDSac	MS	ClearCr	Norm	Norm	1Fam	1Story	4	6	1954	1994	Flat	TG	Plywood	Plywood	None	0.0	TA	TA	CB	Gd	TA	Gd	BLQ	1116	Unf	0	248	1364	GasA	Ex	Y	SBrkr	1663	0	0	1663	1	0	1	0	2	1	Gd	6	MD1	2	Attchd	1954.0	Fin	2	470.254915	TA	TA	Y	175.366749	80.954481	96.275150	0	0	0	0	3	2008	WD	Normal	256000
458	459	70	RMD	NaN	5100	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	2Story	8	7	1925	1996	Hip	SS	Stucco	Wd Shng	None	0.0	TA	Gd	PC	TA	TA	No	Unf	0	Unf	0	588	588	GasA	Fa	Y	SBrkr	833	833	0	1666	0	0	1	0	3	1	Gd	7	TF	1	Detchd	1925.0	Unf	1	867.935202	TA	TA	Y	-15.570144	126.512693	59.356961	0	0	0	0	6	2008	WD	Normal	161000
459	460	50	RLD	NaN	7015	Paved	IR1	Bnk	AllPub	C	GS	BrkSide	Norm	Norm	1Fam	1.5Fin	5	4	1950	1950	Gable	SS	MetalSd	MetalSd	BrkCmn	161.0	TA	TA	CB	TA	TA	No	LwQ	185	Unf	0	524	709	GasA	TA	Y	SBrkr	979	224	0	1203	1	0	1	0	3	1	Gd	5	TF	1	Detchd	1950.0	Unf	1	330.603409	TA	TA	Y	187.683795	155.191134	40.114632	0	0	0	0	7	2009	WD	Normal	110000
460	461	60	FVR	75.0	8004	Paved	IR1	Lvl	AllPub	I	GS	Somerst	RRAn	Norm	1Fam	2Story	8	5	2009	2009	Gable	SS	VinylSd	VinylSd	Stone	110.0	Gd	TA	PC	Gd	TA	No	GLQ	544	Unf	0	288	832	GasA	Ex	Y	SBrkr	832	1103	0	1935	1	0	2	1	3	1	TA	8	TF	0	BuiltIn	2009.0	Fin	2	584.839194	TA	TA	Y	-181.309687	62.579018	4.148261	0	0	0	0	12	2009	New	Partial	263435
461	462	70	RLD	60.0	7200	Paved	Reg	Lvl	AllPub	I	GS	SWISU	Feedr	Norm	1Fam	2Story	7	9	1936	2007	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	Gd	Gd	PC	Gd	Gd	No	ALQ	350	BLQ	210	0	560	GasA	Ex	Y	SBrkr	575	560	0	1135	1	0	1	0	3	1	Gd	6	TF	0	Detchd	1971.0	RFn	2	537.592814	TA	TA	Y	207.489422	71.001053	96.353366	0	0	0	0	4	2009	WD	Normal	155000
462	463	20	RLD	60.0	8281	Paved	IR1	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	5	1965	1965	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Rec	553	BLQ	311	0	864	GasA	Gd	Y	SBrkr	864	0	0	864	0	0	1	0	3	1	TA	5	TF	1	Detchd	1965.0	Unf	1	691.504504	TA	TA	Y	97.939103	-22.608044	-68.129510	0	0	0	0	12	2009	WD	Normal	62383
463	464	70	RLD	74.0	11988	Paved	IR1	HLS	AllPub	I	MS	Crawfor	Norm	Norm	1Fam	2Story	6	7	1934	1995	Hip	SS	Stucco	Stucco	None	0.0	TA	TA	CB	TA	TA	No	LwQ	326	Unf	0	389	715	GasA	Fa	Y	FuseA	849	811	0	1660	0	0	1	1	3	1	TA	6	TF	1	Detchd	1939.0	Unf	1	763.807151	TA	TA	Y	116.259101	85.489665	23.739047	0	0	0	0	8	2008	WD	Normal	188700
464	465	20	RLD	60.0	8430	Paved	Reg	HLS	AllPub	I	MS	CollgCr	Norm	Norm	1Fam	1Story	5	5	1978	1978	Gable	SS	HdBoard	HdBoard	BrkFace	136.0	TA	TA	CB	Gd	TA	No	Rec	616	Unf	0	424	1040	GasA	TA	Y	SBrkr	1040	0	0	1040	0	0	2	0	3	1	TA	5	TF	0	NaN	NaN	NaN	0	699.733567	NaN	NaN	Y	-182.635817	-56.575029	11.800329	0	0	0	0	8	2009	WD	Normal	124000
465	466	120	RMD	NaN	3072	Paved	Reg	Lvl	AllPub	I	GS	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2004	2004	Hip	SS	VinylSd	VinylSd	BrkFace	18.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	1375	1375	GasA	Ex	Y	SBrkr	1414	0	0	1414	0	0	2	0	2	1	Gd	6	TF	1	Attchd	2004.0	Fin	2	744.565777	TA	TA	Y	215.874665	150.054194	-35.073287	0	0	0	0	5	2006	WD	Normal	178740
466	467	20	RLD	85.0	10628	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	7	5	1970	1970	Flat	TG	Plywood	Plywood	None	0.0	TA	Gd	CB	TA	Gd	Gd	GLQ	778	Unf	0	499	1277	GasA	TA	Y	SBrkr	1277	0	0	1277	1	0	1	0	2	1	TA	5	TF	1	Attchd	1970.0	Unf	2	763.248664	TA	TA	Y	317.807243	-51.730112	25.974669	0	176	0	0	4	2007	WD	Normal	167000
467	468	70	RLD	79.0	9480	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Artery	Norm	1Fam	2Story	5	7	1942	1995	Gable	SS	MetalSd	MetalSd	Stone	224.0	TA	TA	CB	TA	TA	No	LwQ	386	Unf	0	342	728	GasA	Ex	Y	SBrkr	888	756	0	1644	0	0	1	1	3	1	Gd	7	TF	2	Attchd	1942.0	Unf	1	128.561102	TA	TA	Y	57.803948	34.780807	40.575970	0	0	0	0	6	2007	WD	Normal	146500
468	469	20	RLD	98.0	11428	Paved	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	1Story	8	5	2006	2006	Gable	SS	VinylSd	VinylSd	Stone	248.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	1626	1626	GasA	Ex	Y	SBrkr	1634	0	0	1634	0	0	2	0	3	1	Gd	7	TF	1	Attchd	2006.0	RFn	3	89.090243	TA	TA	Y	54.112307	16.525456	133.534244	0	0	0	0	5	2007	WD	Normal	250000
469	470	60	RLD	76.0	9291	Paved	IR1	Lvl	AllPub	C	GS	SawyerW	RRNe	Norm	1Fam	2Story	6	5	1993	1993	Gable	SS	HdBoard	HdBoard	BrkFace	120.0	Gd	TA	PC	Gd	TA	No	GLQ	426	Unf	0	406	832	GasA	Ex	Y	SBrkr	832	878	0	1710	0	0	2	1	3	1	Gd	7	TF	0	Attchd	1993.0	RFn	2	297.273248	TA	TA	Y	202.880678	3.170579	57.956280	0	0	0	0	6	2008	WD	Normal	187000
470	471	120	RLD	NaN	6820	Paved	IR1	Lvl	AllPub	C	GS	StoneBr	Norm	Norm	TwnhsE	1Story	8	5	1985	1985	Gable	SS	HdBoard	HdBoard	None	0.0	Gd	TA	PC	Gd	TA	Av	GLQ	368	BLQ	1120	0	1488	GasA	TA	Y	SBrkr	1502	0	0	1502	1	0	1	1	1	1	Gd	4	TF	0	Attchd	1985.0	RFn	2	186.879351	TA	TA	Y	284.352202	10.126798	18.469068	0	140	0	0	6	2010	WD	Normal	212000
471	472	60	RLD	92.0	11952	Paved	Reg	Lvl	AllPub	I	GS	NWAmes	PosA	Norm	1Fam	2Story	7	6	1977	1977	Mansard	WS	WdShing	Plywood	None	0.0	TA	TA	CB	Gd	TA	No	Unf	0	Unf	0	808	808	GasA	TA	Y	SBrkr	1161	808	0	1969	0	0	2	1	3	1	TA	8	TF	1	Attchd	1977.0	RFn	2	768.052948	TA	TA	Y	63.331842	116.205170	56.179658	0	276	0	0	11	2007	WD	Normal	190000
472	473	180	RMD	35.0	3675	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	TwnhsE	SLvl	6	5	2005	2005	Gable	SS	VinylSd	VinylSd	BrkFace	80.0	TA	TA	PC	Gd	TA	Gd	GLQ	459	Unf	0	88	547	GasA	Ex	Y	SBrkr	1072	0	0	1072	1	0	1	0	2	1	TA	5	TF	0	Basment	2005.0	RFn	2	823.929270	TA	TA	Y	-12.879646	15.569813	5.997895	0	0	0	0	6	2008	WD	Normal	148000
473	474	20	RLD	110.0	14977	Paved	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	1Story	8	5	2006	2007	Gable	SS	VinylSd	VinylSd	BrkFace	304.0	Gd	TA	PC	Ex	TA	Gd	GLQ	1350	Unf	0	626	1976	GasA	Ex	Y	SBrkr	1976	0	0	1976	1	0	2	0	2	1	Gd	7	TF	1	Attchd	2006.0	RFn	3	287.891809	TA	TA	Y	-100.446296	3.169658	63.288096	0	0	0	0	7	2007	New	Partial	440000
474	475	120	RLD	41.0	5330	Paved	Reg	Lvl	AllPub	I	GS	StoneBr	Norm	Norm	TwnhsE	1Story	8	5	2000	2000	Gable	SS	CemntBd	CmentBd	None	0.0	Gd	TA	PC	Gd	TA	Av	GLQ	1196	Unf	0	298	1494	GasA	Ex	Y	SBrkr	1652	0	0	1652	1	0	2	0	2	1	Ex	6	TF	0	Attchd	2000.0	RFn	2	595.084994	TA	TA	Y	95.427334	-9.642787	88.585672	0	0	0	0	8	2007	WD	Normal	251000
475	476	20	RLD	80.0	8480	Paved	Reg	Lvl	AllPub	C	GS	Sawyer	Norm	Norm	1Fam	1Story	5	6	1963	1963	Hip	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	GLQ	630	Unf	0	340	970	GasA	TA	Y	SBrkr	970	0	0	970	1	0	1	0	2	1	TA	5	TF	0	Detchd	1996.0	Unf	2	503.489280	TA	TA	Y	7.738967	109.259644	21.990573	0	192	0	0	7	2007	WD	Normal	132500
476	477	20	RLD	75.0	13125	Paved	Reg	Lvl	AllPub	I	MS	CollgCr	Norm	Norm	1Fam	1Story	6	5	1997	1998	Gable	SS	VinylSd	VinylSd	BrkFace	215.0	TA	TA	PC	Gd	TA	Gd	GLQ	994	Unf	0	484	1478	GasA	Ex	Y	SBrkr	1493	0	0	1493	1	0	2	0	3	1	Gd	7	TF	1	Attchd	1997.0	Fin	2	800.737295	TA	TA	Y	-0.278863	121.592540	76.466296	0	0	0	0	4	2008	WD	Normal	208900
477	478	60	RLD	105.0	13693	Paved	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	2Story	9	5	2006	2006	Hip	SS	VinylSd	VinylSd	BrkFace	772.0	Ex	TA	PC	Gd	TA	Av	Unf	0	Unf	0	2153	2153	GasA	Ex	Y	SBrkr	2069	574	0	2643	0	0	2	1	3	1	Ex	9	TF	1	BuiltIn	2006.0	Fin	3	608.385158	TA	TA	Y	99.099886	-74.702807	46.392110	0	0	0	0	3	2007	WD	Normal	380000
478	479	20	RLD	79.0	10637	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	8	5	2007	2008	Hip	SS	VinylSd	VinylSd	Stone	336.0	Gd	TA	PC	Ex	TA	Gd	GLQ	1288	Unf	0	417	1705	GasA	Ex	Y	SBrkr	1718	0	0	1718	1	0	2	0	3	1	Gd	7	TF	1	Attchd	2007.0	RFn	3	532.944797	TA	TA	Y	77.042614	102.752086	6.205969	0	0	0	0	9	2009	WD	Normal	297000
479	480	30	RMD	50.0	5925	Paved	Reg	Bnk	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1Story	4	7	1937	2000	Hip	SS	Stucco	Stucco	BrkCmn	435.0	TA	TA	BT	Fa	TA	No	Rec	168	Unf	0	739	907	GasA	TA	Y	SBrkr	1131	0	0	1131	0	0	1	0	2	1	TA	7	TF	0	Detchd	1995.0	Unf	2	590.093000	TA	TA	Y	185.183288	33.863943	46.222317	0	0	0	0	3	2007	WD	Alloca	89471
480	481	20	RLD	98.0	16033	Paved	IR1	Lvl	AllPub	FR2P	GS	NridgHt	Norm	Norm	1Fam	1Story	9	5	2004	2005	Hip	SS	VinylSd	VinylSd	BrkFace	378.0	Gd	TA	PC	Ex	TA	Gd	GLQ	1261	Unf	0	572	1833	GasA	Ex	Y	SBrkr	1850	0	0	1850	1	0	2	0	3	1	Gd	8	TF	1	Attchd	2004.0	Fin	3	558.454485	TA	TA	Y	62.889093	95.331988	91.757633	0	0	0	0	3	2006	WD	Normal	326000
481	482	20	RLD	72.0	11846	Paved	IR1	HLS	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	1Story	9	5	2003	2004	Hip	SS	VinylSd	VinylSd	BrkFace	562.0	Gd	TA	PC	Ex	TA	Gd	GLQ	1567	Unf	0	225	1792	GasA	Ex	Y	SBrkr	1792	0	0	1792	1	0	2	0	2	1	Ex	6	TF	1	Attchd	2003.0	Fin	3	397.021370	TA	TA	Y	22.967528	110.503073	-12.406254	0	0	0	0	8	2006	WD	Normal	374000
482	483	70	RMD	50.0	2500	Paved	Reg	Lvl	AllPub	C	GS	OldTown	Norm	Norm	1Fam	2Story	7	8	1915	2005	Gable	SS	Stucco	Stucco	None	0.0	Gd	TA	PC	TA	TA	No	ALQ	299	Unf	0	611	910	GasA	Ex	Y	SBrkr	916	910	0	1826	1	0	1	1	4	1	Ex	7	MD2	1	Attchd	1915.0	Unf	1	99.337608	Fa	Fa	Y	118.797678	-19.316614	75.348367	0	0	0	0	6	2009	WD	Normal	155000
483	484	120	RMD	32.0	4500	Paved	Reg	Lvl	AllPub	FR2P	GS	Mitchel	Norm	Norm	Twnhs	1Story	6	5	1998	1998	Hip	SS	VinylSd	VinylSd	BrkFace	116.0	TA	TA	PC	Ex	TA	No	GLQ	897	Unf	0	319	1216	GasA	Ex	Y	SBrkr	1216	0	0	1216	1	0	2	0	2	1	TA	5	TF	0	Attchd	1998.0	Unf	2	490.308093	TA	TA	Y	236.571719	-42.474068	-12.312853	0	0	0	0	5	2006	WD	Normal	164000
484	485	20	RLD	NaN	7758	Paved	IR1	Lvl	AllPub	C	GS	Sawyer	Norm	Norm	1Fam	1Story	5	7	1962	2001	Gable	SS	HdBoard	Plywood	None	0.0	TA	Gd	CB	TA	TA	No	ALQ	588	Unf	0	411	999	GasA	Gd	Y	SBrkr	999	0	0	999	1	0	1	0	3	1	Gd	6	TF	0	Detchd	1963.0	Unf	1	153.523652	TA	TA	Y	139.842415	99.607020	41.446170	0	0	0	0	3	2007	WD	Normal	132500
485	486	20	RLD	80.0	9600	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1950	2007	Gable	SS	MetalSd	MetalSd	None	0.0	Gd	TA	CB	TA	TA	No	ALQ	607	Unf	0	506	1113	GasA	Gd	Y	SBrkr	1113	0	0	1113	0	0	1	0	3	1	Gd	5	TF	1	Attchd	1950.0	Unf	1	81.617604	TA	TA	Y	216.634092	100.730529	-21.862243	0	0	0	0	7	2009	WD	Normal	147000
486	487	20	RLD	79.0	10289	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1965	1965	Hip	SS	MetalSd	MetalSd	BrkFace	168.0	TA	TA	CB	TA	TA	No	ALQ	836	Unf	0	237	1073	GasA	TA	Y	SBrkr	1073	0	0	1073	1	0	1	1	3	1	TA	6	TF	0	Attchd	1965.0	RFn	2	510.198619	TA	TA	Y	70.265210	-25.747488	46.149022	0	0	0	0	6	2007	WD	Normal	156000
487	488	20	RLD	70.0	12243	Paved	IR1	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	1Story	5	6	1971	1971	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	Gd	TA	Av	ALQ	998	Unf	0	486	1484	GasA	Gd	Y	SBrkr	1484	0	0	1484	0	0	2	0	3	1	TA	7	TF	1	Attchd	1971.0	Unf	2	258.872177	TA	TA	Y	101.239933	-104.280027	42.483521	0	180	0	0	2	2007	WD	Normal	175000
488	489	190	RLD	60.0	10800	Paved	Reg	Lvl	AllPub	C	GS	OldTown	Norm	Norm	2fmCon	1.5Fin	5	4	1900	1970	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	Fa	CB	TA	Fa	No	BLQ	664	Unf	0	290	954	GasA	TA	N	FuseA	1766	648	0	2414	0	0	2	0	3	2	TA	10	MD	1	Attchd	1970.0	Unf	2	-59.878412	TA	Fa	N	83.282902	35.459108	149.311241	0	0	0	0	5	2006	ConLD	Normal	160000
489	490	180	RMD	21.0	1526	Paved	Reg	Lvl	AllPub	I	GS	MeadowV	Norm	Norm	Twnhs	SFoyer	4	8	1970	2002	Gable	SS	CemntBd	CmentBd	None	0.0	TA	Gd	CB	Gd	TA	Av	GLQ	515	Unf	0	115	630	GasA	TA	Y	SBrkr	630	0	0	630	1	0	1	0	1	1	Gd	3	TF	0	Attchd	1970.0	Unf	1	332.129304	TA	TA	Y	278.130835	-7.636438	-37.052816	0	0	0	0	5	2009	WD	Normal	86000
490	491	160	RMD	NaN	2665	Paved	Reg	Lvl	AllPub	I	GS	MeadowV	Norm	Norm	TwnhsE	2Story	5	6	1976	1976	Gable	SS	CemntBd	CmentBd	None	0.0	TA	TA	PC	Gd	TA	Mn	Unf	0	Unf	0	264	264	GasA	TA	Y	SBrkr	616	688	0	1304	0	0	1	1	3	1	TA	4	TF	1	BuiltIn	1976.0	Fin	1	122.645601	TA	TA	Y	84.660270	114.348399	-0.308755	0	0	0	0	6	2008	WD	Normal	115000
491	492	50	RLD	79.0	9490	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Artery	Norm	1Fam	1.5Fin	6	7	1941	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	BLQ	403	Rec	165	238	806	GasA	TA	Y	FuseA	958	620	0	1578	1	0	1	0	3	1	Fa	5	TF	2	Attchd	1941.0	Unf	1	850.731567	TA	TA	Y	204.447592	52.231262	-44.144331	0	0	0	0	8	2006	WD	Normal	133000
492	493	60	RLD	105.0	15578	Paved	IR1	Lvl	AllPub	C	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	2006	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	728	728	GasA	Gd	Y	SBrkr	728	728	0	1456	0	0	2	1	3	1	TA	8	TF	0	Attchd	2006.0	RFn	2	374.114210	TA	TA	Y	171.426710	84.404780	-55.794884	0	0	0	0	5	2006	New	Partial	172785
493	494	20	RLD	70.0	7931	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1960	1960	Gable	SS	BrkFace	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	BLQ	374	LwQ	532	363	1269	GasA	TA	Y	FuseA	1269	0	0	1269	0	0	1	1	3	1	TA	6	TF	1	Detchd	1964.0	Unf	1	676.823051	TA	TA	Y	-95.707323	59.281142	63.633467	0	0	0	0	6	2008	WD	Normal	155000
494	495	30	RMD	50.0	5784	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Artery	Norm	1Fam	1Story	5	8	1938	1996	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	Fa	TA	No	Unf	0	Unf	0	190	190	GasA	Gd	Y	FuseA	886	0	0	886	0	0	1	0	2	1	TA	4	TF	0	Attchd	1938.0	Unf	1	478.334679	TA	TA	Y	-48.129035	8.685109	62.389728	0	0	0	0	12	2009	WD	Normal	91300
495	496	30	Commer	60.0	7879	Paved	Reg	Lvl	AllPub	I	GS	IDOTRR	Norm	Norm	1Fam	1Story	4	5	1920	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	Rec	495	Unf	0	225	720	GasA	TA	N	FuseA	720	0	0	720	0	0	1	0	2	1	TA	4	TF	0	NaN	NaN	NaN	0	386.347899	NaN	NaN	N	-29.427770	-82.610198	60.563419	0	0	0	0	11	2009	WD	Abnorml	34900
496	497	20	RLD	NaN	12692	Paved	IR1	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	1Story	8	5	1992	1993	Hip	SS	BrkFace	BrkFace	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	1231	Unf	0	1969	3200	GasA	Ex	Y	SBrkr	3228	0	0	3228	1	0	3	0	4	1	Gd	10	TF	1	Attchd	1992.0	RFn	2	507.405231	TA	TA	Y	210.811799	-39.794976	-39.734312	0	0	0	0	5	2007	WD	Normal	430000
497	498	50	RLD	60.0	9120	Paved	Reg	Lvl	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	1.5Fin	7	6	1925	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	Gd	PC	TA	TA	No	Rec	329	Unf	0	697	1026	GasA	Ex	Y	SBrkr	1133	687	0	1820	1	0	2	0	4	1	TA	8	TF	0	Detchd	1925.0	Unf	1	579.148167	TA	TA	N	79.467944	110.249823	104.002298	0	0	0	0	6	2008	WD	Normal	184000
498	499	20	RLD	65.0	7800	Paved	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	7	1967	2004	Hip	SS	HdBoard	HdBoard	BrkFace	89.0	TA	TA	PC	TA	TA	No	ALQ	450	Unf	0	414	864	GasA	Ex	Y	SBrkr	899	0	0	899	0	0	1	0	3	1	Gd	5	TF	0	Attchd	1967.0	Fin	1	577.844154	TA	TA	Y	221.747576	19.099388	7.341115	0	0	0	0	6	2009	WD	Normal	130000
499	500	20	RLD	70.0	7535	Paved	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1958	1985	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	BLQ	111	LwQ	279	522	912	GasA	Fa	Y	SBrkr	912	0	0	912	0	1	1	0	2	1	TA	5	TF	0	Attchd	1958.0	Fin	1	479.465829	TA	TA	Y	-37.341469	32.519865	-51.275068	0	0	0	480	6	2007	WD	Normal	120000
500	501	160	RMD	21.0	1890	Paved	Reg	Lvl	AllPub	I	GS	BrDale	Norm	Norm	Twnhs	2Story	6	5	1973	1973	Gable	SS	HdBoard	HdBoard	BrkFace	285.0	TA	TA	CB	TA	TA	No	BLQ	356	Unf	0	316	672	GasA	TA	Y	SBrkr	672	546	0	1218	0	0	1	1	3	1	TA	7	TF	0	Detchd	1973.0	Unf	1	399.643518	TA	TA	Y	62.563605	-16.634787	63.975103	0	0	0	0	5	2007	WD	Normal	113000
501	502	60	FVR	75.0	9803	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	2Story	7	5	2005	2005	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	400	Unf	0	466	866	GasA	Gd	Y	SBrkr	866	902	0	1768	0	0	2	1	3	1	Gd	7	TF	0	Attchd	2005.0	RFn	2	419.139838	TA	TA	Y	-37.953983	37.975247	-47.090480	0	0	0	0	2	2008	WD	Normal	226700
502	503	20	RLD	70.0	9170	Paved	Reg	Lvl	AllPub	C	GS	Edwards	Feedr	Norm	1Fam	1Story	5	7	1965	1965	Hip	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	ALQ	698	GLQ	96	420	1214	GasA	Ex	Y	SBrkr	1214	0	0	1214	1	0	1	0	2	1	TA	6	TF	0	Detchd	1965.0	Unf	2	657.951403	Fa	Fa	Y	253.173548	3.006452	-19.166677	0	0	0	400	4	2007	WD	Normal	140000
503	504	20	RLD	100.0	15602	Paved	IR1	Lvl	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	1Story	7	8	1959	1997	Gable	SS	BrkFace	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	ALQ	1247	Unf	0	254	1501	GasA	TA	Y	SBrkr	1801	0	0	1801	1	0	2	0	1	1	TA	6	TF	2	Attchd	1959.0	Fin	2	604.863092	TA	TA	Y	220.955737	174.779796	59.569708	0	161	0	0	3	2010	WD	Normal	289000
504	505	160	RLD	24.0	2308	Paved	Reg	Lvl	AllPub	I	GS	NPkVill	Norm	Norm	TwnhsE	2Story	6	5	1974	1974	Gable	SS	Plywood	Brk Cmn	None	0.0	TA	TA	CB	TA	TA	No	ALQ	257	Rec	495	103	855	GasA	TA	Y	SBrkr	855	467	0	1322	0	1	2	1	3	1	TA	6	TF	1	Attchd	1974.0	Unf	2	279.595533	TA	TA	Y	15.373538	34.066783	123.563832	0	0	0	0	6	2009	WD	Normal	147000
505	506	90	RMD	60.0	7596	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Artery	Norm	Duplex	2Story	5	5	1952	1952	Hip	SS	Wd Sdng	Wd Sdng	BrkFace	360.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	960	960	GasA	Gd	Y	SBrkr	960	1000	0	1960	0	0	2	0	4	2	TA	10	TF	0	Detchd	1952.0	Unf	2	412.722766	TA	TA	N	-1.457103	35.832730	106.824478	0	0	0	0	7	2009	COD	Normal	124500
506	507	60	RLD	80.0	9554	Paved	IR1	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	2Story	8	5	1993	1994	Gable	SS	VinylSd	VinylSd	BrkFace	125.0	Gd	TA	PC	Gd	TA	No	GLQ	380	Unf	0	397	777	GasA	Ex	Y	SBrkr	1065	846	0	1911	0	0	2	1	3	1	Gd	8	TF	1	Attchd	1993.0	RFn	2	768.695240	TA	TA	Y	65.205223	8.652612	-26.885350	0	0	0	0	9	2006	WD	Normal	215000
507	508	20	FVR	75.0	7862	Paved	IR1	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	6	5	2009	2009	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	27	Unf	0	1191	1218	GasA	Ex	Y	SBrkr	1218	0	0	1218	0	0	2	0	2	1	Gd	4	TF	0	Attchd	2009.0	Fin	2	407.667703	TA	TA	Y	-15.599497	55.766988	10.701647	0	0	0	0	9	2009	New	Partial	208300
508	509	70	RMD	60.0	9600	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	2Story	7	9	1928	2005	Gambrel	SS	MetalSd	MetalSd	None	0.0	TA	Ex	BT	TA	TA	No	Rec	141	Unf	0	548	689	GasA	Ex	Y	SBrkr	689	689	0	1378	0	0	2	0	3	1	Gd	7	TF	1	Detchd	1928.0	Unf	2	495.325870	TA	TA	N	83.393141	69.198611	-67.444678	0	0	0	0	10	2008	WD	Normal	161000
509	510	20	RLD	80.0	9600	Paved	Reg	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1959	1959	Gable	SS	MetalSd	MetalSd	BrkFace	132.0	TA	TA	CB	TA	TA	No	ALQ	991	Unf	0	50	1041	GasA	Ex	Y	SBrkr	1041	0	0	1041	1	0	1	0	3	1	TA	6	TF	0	Attchd	1959.0	RFn	1	517.057438	TA	TA	Y	115.456976	98.040116	-25.277302	0	0	0	0	7	2009	WD	Normal	124500
510	511	20	RLD	75.0	14559	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1951	2000	Hip	SS	Wd Sdng	Wd Sdng	BrkCmn	70.0	Gd	TA	CB	TA	TA	No	BLQ	650	Rec	180	178	1008	GasA	Ex	Y	SBrkr	1363	0	0	1363	1	0	1	0	2	1	TA	6	MD1	2	CarPort	1951.0	Unf	1	260.351820	TA	TA	Y	38.845395	69.128146	91.444872	0	168	0	2000	6	2009	WD	Normal	164900
511	512	120	RLD	40.0	6792	Paved	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	TwnhsE	1Story	7	5	2005	2006	Gable	SS	VinylSd	VinylSd	Stone	94.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	1368	1368	GasA	Ex	Y	SBrkr	1368	0	0	1368	0	0	2	0	2	1	Gd	6	TF	1	Attchd	2005.0	RFn	2	344.958163	TA	TA	Y	129.343280	45.631316	78.457088	0	0	0	0	3	2006	New	Partial	202665
512	513	20	RLD	70.0	9100	Paved	Reg	Lvl	AllPub	C	GS	NAmes	Feedr	Norm	1Fam	1Story	5	5	1958	1958	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	No	BLQ	521	LwQ	174	169	864	GasA	TA	Y	SBrkr	864	0	0	864	1	0	1	0	3	1	TA	5	TF	0	Detchd	1964.0	Unf	2	520.953468	TA	TA	Y	152.109445	2.593985	80.375526	0	0	0	0	7	2006	WD	Normal	129900
513	514	20	RLD	71.0	9187	Paved	Reg	Bnk	AllPub	C	GS	Mitchel	Norm	Norm	1Fam	1Story	6	5	1983	1983	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	PC	TA	TA	No	ALQ	336	Unf	0	748	1084	GasA	TA	Y	SBrkr	1080	0	0	1080	0	0	1	1	3	1	TA	5	TF	0	Attchd	1983.0	Unf	2	292.683224	TA	TA	Y	45.261240	33.289351	51.598680	0	0	0	0	6	2007	WD	Normal	134000
514	515	45	RLD	55.0	10594	Paved	Reg	Lvl	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	1.5Unf	5	5	1926	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	768	768	Grav	Fa	N	SBrkr	789	0	0	789	0	0	1	0	2	1	TA	5	TF	0	Detchd	1926.0	Unf	1	514.453540	Po	Po	Y	164.922490	103.611391	-70.324894	0	0	0	0	6	2007	WD	Normal	96500
515	516	20	RLD	94.0	12220	Paved	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	1Story	10	5	2009	2009	Hip	SS	CemntBd	CmentBd	BrkFace	305.0	Ex	TA	CB	Ex	TA	No	GLQ	1436	Unf	0	570	2006	GasA	Ex	Y	SBrkr	2020	0	0	2020	1	0	2	1	3	1	Ex	9	TF	1	Attchd	2009.0	Fin	3	685.703952	TA	TA	Y	284.459443	84.567882	18.093725	0	0	0	0	9	2009	New	Partial	402861
516	517	80	RLD	NaN	10448	Paved	IR1	Lvl	AllPub	C	GS	NWAmes	Norm	Norm	1Fam	SLvl	6	6	1972	1972	Gable	SS	HdBoard	HdBoard	BrkFace	333.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	689	689	GasA	TA	Y	SBrkr	1378	741	0	2119	0	0	2	1	3	1	TA	7	TF	1	Attchd	1972.0	RFn	2	538.991466	TA	TA	Y	27.517349	-50.367337	39.060570	0	0	0	0	8	2009	COD	Abnorml	158000
517	518	60	RLD	79.0	10208	Paved	IR1	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	2Story	7	5	1996	1997	Gable	SS	VinylSd	VinylSd	BrkFace	921.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	1264	1264	GasA	Ex	Y	SBrkr	1277	1067	0	2344	0	0	2	1	3	1	Gd	7	TF	1	Attchd	1996.0	RFn	3	326.528268	TA	TA	Y	66.994260	-0.737678	-92.576064	0	0	0	0	7	2009	WD	Normal	265000
518	519	60	RLD	NaN	9531	Paved	IR1	Lvl	AllPub	CulDSac	GS	CollgCr	Norm	Norm	1Fam	2Story	6	5	1998	1998	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	Mn	GLQ	706	Unf	0	88	794	GasA	Ex	Y	SBrkr	882	914	0	1796	1	0	2	1	3	1	TA	7	TF	0	Attchd	1998.0	RFn	2	623.360276	TA	TA	Y	46.340458	112.078496	31.950963	0	0	0	0	5	2007	WD	Normal	211000
519	520	70	RLD	53.0	10918	Paved	Reg	Lvl	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	2Story	7	9	1926	2004	Gambrel	SS	MetalSd	MetalSd	None	0.0	Gd	TA	BT	Gd	TA	No	Unf	0	Unf	0	1276	1276	GasA	Ex	Y	SBrkr	1276	804	0	2080	0	0	1	1	3	1	Gd	9	TF	2	Detchd	1926.0	Unf	1	582.946172	TA	TA	Y	131.414741	-135.705055	47.843373	0	145	0	0	6	2009	WD	Normal	234000
520	521	190	RLD	60.0	10800	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	2fmCon	2Story	4	7	1900	2000	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	NaN	NaN	NaN	NaN	0	NaN	0	0	0	GasA	TA	N	FuseA	694	600	0	1294	0	0	2	0	3	2	TA	7	TF	0	NaN	NaN	NaN	0	551.508497	NaN	NaN	N	213.409698	111.536864	-9.954081	0	0	0	0	8	2008	WD	Normal	106250
521	522	20	RLD	90.0	11988	Paved	IR1	Lvl	AllPub	C	GS	NAmes	Feedr	Norm	1Fam	1Story	6	6	1957	1957	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	No	Rec	777	Unf	0	467	1244	GasA	Ex	Y	FuseA	1244	0	0	1244	0	0	1	1	3	1	TA	6	TF	2	Attchd	1957.0	Unf	1	338.823140	TA	TA	Y	108.660612	179.857878	47.731324	0	0	0	0	5	2007	WD	Normal	150000
522	523	50	RMD	50.0	5000	Paved	Reg	Lvl	AllPub	C	GS	BrkSide	Feedr	Norm	1Fam	1.5Fin	6	7	1947	1950	Gable	SS	CemntBd	CmentBd	None	0.0	TA	Gd	CB	TA	TA	No	ALQ	399	Unf	0	605	1004	GasA	Ex	Y	SBrkr	1004	660	0	1664	0	0	2	0	3	1	TA	7	TF	2	Detchd	1950.0	Unf	2	453.773518	TA	TA	Y	-99.035860	-46.411181	70.568095	0	0	0	0	10	2006	WD	Normal	159000
523	524	60	RLD	130.0	40094	Paved	IR1	Bnk	AllPub	I	GS	Edwards	PosN	PosN	1Fam	2Story	10	5	2007	2008	Hip	SS	CemntBd	CmentBd	Stone	762.0	Ex	TA	PC	Ex	TA	Gd	GLQ	2260	Unf	0	878	3138	GasA	Ex	Y	SBrkr	3138	1538	0	4676	1	0	3	1	3	1	Ex	11	TF	1	BuiltIn	2007.0	Fin	3	703.916626	TA	TA	Y	189.540372	47.164956	-57.775859	0	0	0	0	10	2007	New	Partial	184750
524	525	60	RLD	95.0	11787	Paved	IR1	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	2Story	7	5	1996	1997	Gable	SS	VinylSd	VinylSd	BrkFace	594.0	Gd	TA	PC	Gd	TA	No	GLQ	719	Unf	0	660	1379	GasA	Ex	Y	SBrkr	1383	1015	0	2398	1	0	2	1	3	1	Gd	8	TF	1	Attchd	1996.0	Fin	3	251.935427	TA	TA	Y	188.358127	-72.691598	139.267042	0	0	0	0	8	2007	WD	Normal	315750
525	526	20	FVR	62.0	7500	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	7	5	2005	2005	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	1257	1257	GasA	Ex	Y	SBrkr	1266	0	0	1266	0	0	2	0	3	1	Gd	6	TF	1	Attchd	2005.0	Unf	2	283.665035	TA	TA	Y	-6.771410	89.764809	27.178948	0	0	0	0	4	2006	WD	Normal	176000
526	527	20	RLD	70.0	13300	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1956	2000	Hip	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	Gd	TA	No	Rec	377	Unf	0	551	928	GasA	TA	Y	SBrkr	928	0	0	928	0	0	1	0	2	1	TA	4	TF	0	Attchd	1956.0	Unf	1	328.996903	TA	TA	Y	39.548572	-31.163814	46.369075	0	0	0	0	6	2007	WD	Normal	132000
527	528	60	RLD	67.0	14948	Paved	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	2Story	9	5	2008	2008	Hip	SS	VinylSd	VinylSd	Stone	268.0	Ex	TA	PC	Ex	TA	Av	GLQ	1330	Unf	0	122	1452	GasA	Ex	Y	SBrkr	1476	1237	0	2713	1	0	2	1	3	1	Ex	11	TF	1	Attchd	2008.0	Fin	3	403.836530	TA	TA	Y	163.198507	69.389608	36.809422	0	0	0	0	11	2008	New	Partial	446261
528	529	30	RLD	58.0	9098	Paved	IR1	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	4	7	1920	2002	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	Mn	ALQ	348	Unf	0	180	528	GasA	Ex	Y	SBrkr	605	0	0	605	1	0	1	0	2	1	TA	5	TF	0	NaN	NaN	NaN	0	476.876764	NaN	NaN	N	320.909160	89.204788	24.671974	0	0	0	0	7	2007	WD	Normal	86000
529	530	20	RLD	NaN	32668	Paved	IR1	Lvl	AllPub	CulDSac	GS	Crawfor	Norm	Norm	1Fam	1Story	6	3	1957	1975	Hip	SS	Wd Sdng	Stone	NaN	NaN	Gd	TA	PC	TA	TA	No	Rec	1219	Unf	0	816	2035	GasA	TA	Y	SBrkr	2515	0	0	2515	1	0	3	0	4	2	TA	9	MajD1	2	Attchd	1975.0	RFn	2	591.744766	TA	TA	Y	94.257067	124.466712	-93.392851	0	0	0	0	3	2007	WD	Alloca	200624
530	531	80	RLD	85.0	10200	Paved	Reg	Lvl	AllPub	I	GS	Timber	Norm	Norm	1Fam	SLvl	6	5	1988	1989	Gable	SS	HdBoard	HdBoard	BrkFace	219.0	Gd	TA	CB	Gd	TA	Av	GLQ	783	Unf	0	678	1461	GasA	Ex	Y	SBrkr	1509	0	0	1509	1	0	2	0	3	1	Gd	5	TF	1	Attchd	1988.0	RFn	2	366.215043	TA	TA	Y	-66.425619	-28.869034	63.392760	0	0	0	0	8	2008	WD	Abnorml	175000
531	532	70	RMD	60.0	6155	Paved	IR1	Lvl	AllPub	FR3P	GS	BrkSide	RRNn	Feedr	1Fam	2Story	6	8	1920	1999	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	Fa	Fa	Mn	Unf	0	Unf	0	611	611	GasA	Ex	Y	SBrkr	751	611	0	1362	0	0	2	0	3	1	TA	6	TF	0	Detchd	1920.0	Fin	2	186.901390	TA	Fa	Y	-35.622815	171.435191	97.680880	0	0	0	0	6	2008	WD	Normal	128000
532	533	20	RLD	60.0	7200	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1955	2007	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	SL	NaN	NaN	NaN	NaN	0	NaN	0	0	0	GasA	Ex	Y	SBrkr	827	0	0	827	0	0	1	0	2	1	TA	5	MD	1	Detchd	1967.0	Unf	1	523.596956	TA	TA	Y	291.461916	-55.030106	14.552113	0	0	0	0	4	2010	WD	Normal	107500
533	534	20	RLD	50.0	5000	Paved	Reg	Low	AllPub	I	MS	BrkSide	Norm	Norm	1Fam	1Story	1	3	1946	1950	Gable	SS	VinylSd	VinylSd	None	0.0	Fa	Fa	SL	NaN	NaN	NaN	NaN	0	NaN	0	0	0	GasA	Fa	N	FuseF	334	0	0	334	0	0	1	0	1	1	Fa	2	TF	0	NaN	NaN	NaN	0	618.405521	NaN	NaN	N	67.182304	56.231044	61.190764	0	0	0	0	1	2007	WD	Normal	39300
534	535	60	RLD	74.0	9056	Paved	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	8	5	2004	2004	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Ex	Gd	Av	Unf	0	Unf	0	707	707	GasA	Ex	Y	SBrkr	707	707	0	1414	0	0	2	1	3	1	Gd	6	TF	1	Attchd	2004.0	Fin	2	572.005638	TA	TA	Y	-21.327189	-32.158396	83.607334	0	0	0	0	10	2006	WD	Normal	178000
535	536	190	RLD	70.0	7000	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	2fmCon	2Story	5	7	1910	1991	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	Gd	TA	Gd	GLQ	969	Unf	0	148	1117	GasA	TA	Y	SBrkr	820	527	0	1347	1	0	1	0	3	1	TA	5	TF	0	NaN	NaN	NaN	0	464.304916	NaN	NaN	N	184.245809	-43.113932	58.209429	0	0	0	0	1	2008	WD	Normal	107500
536	537	60	RLD	57.0	8924	Paved	IR1	Lvl	AllPub	CulDSac	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	1998	1999	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	Av	Unf	0	Unf	0	880	880	GasA	Ex	Y	SBrkr	880	844	0	1724	0	0	2	1	3	1	Gd	8	TF	0	Attchd	1998.0	Fin	2	606.237925	TA	TA	Y	83.185052	74.408737	-14.733977	0	0	0	0	7	2008	WD	Normal	188000
537	538	20	RLD	NaN	12735	Paved	IR1	Lvl	AllPub	FR2P	GS	NAmes	Norm	Norm	1Fam	1Story	4	5	1972	1972	Hip	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	BLQ	600	Unf	0	264	864	GasA	TA	Y	SBrkr	864	0	0	864	0	0	1	0	3	1	TA	5	TF	0	Detchd	1980.0	Unf	2	393.013955	TA	TA	Y	108.666058	19.533341	-73.567356	0	0	0	0	4	2008	COD	Normal	111250
538	539	20	RLD	NaN	11553	Paved	IR1	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	5	1968	1968	Hip	SS	Plywood	Plywood	BrkFace	188.0	TA	TA	CB	TA	TA	No	BLQ	673	Unf	0	378	1051	GasA	TA	Y	SBrkr	1159	0	0	1159	0	0	1	1	3	1	TA	7	TF	1	Attchd	1968.0	Unf	1	485.601602	TA	TA	Y	-29.512074	-11.780371	73.553096	0	0	0	0	7	2006	WD	Normal	158000
539	540	20	RLD	NaN	11423	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	8	5	2001	2002	Gable	SS	VinylSd	VinylSd	BrkFace	479.0	Gd	TA	PC	Gd	TA	Av	GLQ	1358	Unf	0	223	1581	GasA	Ex	Y	SBrkr	1601	0	0	1601	1	0	2	0	3	1	Gd	6	TF	1	Attchd	2001.0	RFn	2	490.112766	TA	TA	Y	-4.615305	-63.417049	-20.959123	0	0	0	2000	5	2010	WD	Normal	272000
540	541	20	RLD	85.0	14601	Paved	Reg	Lvl	AllPub	I	GS	Timber	Norm	Norm	1Fam	1Story	9	5	2006	2006	Hip	SS	VinylSd	VinylSd	BrkFace	584.0	Ex	TA	PC	Ex	TA	Av	GLQ	1260	Unf	0	578	1838	GasA	Ex	Y	SBrkr	1838	0	0	1838	1	0	2	0	2	1	Ex	8	TF	1	Attchd	2006.0	Fin	3	427.296929	TA	TA	Y	116.345658	30.715885	88.987041	0	0	0	0	3	2009	WD	Normal	315000
541	542	60	RLD	NaN	11000	Paved	Reg	Lvl	AllPub	FR2P	GS	NoRidge	Norm	Norm	1Fam	2Story	8	5	2000	2000	Gable	SS	VinylSd	VinylSd	BrkFace	72.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	969	969	GasA	Ex	Y	SBrkr	997	1288	0	2285	0	0	2	1	4	1	Gd	8	TF	1	BuiltIn	2000.0	Fin	3	418.124991	TA	TA	Y	77.963322	27.594883	-42.391241	0	0	0	0	6	2007	WD	Normal	248000
542	543	20	RLD	78.0	10140	Paved	Reg	Lvl	AllPub	I	GS	NWAmes	RRAn	Norm	1Fam	1Story	7	5	1998	1999	Hip	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Ex	TA	No	LwQ	144	GLQ	1127	379	1650	GasA	Ex	Y	SBrkr	1680	0	0	1680	1	0	2	0	3	1	Gd	7	MajD1	1	Attchd	1998.0	Fin	2	191.429787	TA	TA	Y	94.672228	29.806415	-27.742241	0	0	0	0	6	2009	WD	Normal	213250
543	544	120	RHD	34.0	4058	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	TwnhsE	SFoyer	7	5	1998	1998	Gable	SS	MetalSd	MetalSd	BrkFace	182.0	TA	TA	PC	Gd	TA	Av	GLQ	584	LwQ	139	0	723	GasA	Ex	Y	SBrkr	767	0	0	767	1	0	1	0	1	1	TA	4	TF	0	Attchd	1998.0	Fin	1	568.443059	TA	TA	Y	51.191007	-46.562894	140.981308	0	0	0	0	6	2007	WD	Normal	133000
544	545	60	RLD	58.0	17104	Paved	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	7	5	2006	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	Gd	Av	GLQ	554	Unf	0	100	654	GasA	Ex	Y	SBrkr	664	832	0	1496	1	0	2	1	3	1	Gd	7	TF	1	Attchd	2006.0	RFn	2	140.426083	TA	TA	Y	-153.690830	69.800843	-12.005145	0	0	0	0	9	2006	New	Partial	179665
545	546	50	RLD	NaN	13837	Paved	IR1	Lvl	AllPub	C	GS	NWAmes	Norm	Norm	1Fam	1.5Fin	7	5	1988	1988	Gable	SS	HdBoard	HdBoard	BrkFace	178.0	Gd	Gd	PC	Gd	Gd	No	GLQ	1002	LwQ	202	0	1204	GasA	Gd	Y	SBrkr	1377	806	0	2183	0	0	2	1	4	1	Gd	9	TF	0	Attchd	1988.0	Unf	3	689.239430	TA	TA	Y	113.396245	89.757696	72.990346	0	0	0	0	2	2006	WD	Normal	229000
546	547	50	RLD	70.0	8737	Paved	IR1	Bnk	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	1.5Fin	6	7	1923	1950	Gable	SS	BrkFace	Wd Sdng	None	0.0	TA	TA	BT	Gd	TA	No	Rec	300	Unf	0	765	1065	GasA	Ex	Y	FuseA	915	720	0	1635	0	0	1	1	3	1	TA	6	TF	1	Detchd	1950.0	Unf	2	311.408177	TA	TA	Y	77.148950	189.301372	34.426841	144	0	0	0	5	2007	WD	Normal	210000
547	548	85	RLD	54.0	7244	Paved	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	SFoyer	5	7	1970	1970	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	CB	Gd	TA	Av	ALQ	619	Unf	0	149	768	GasA	Ex	Y	SBrkr	768	0	0	768	1	0	1	0	2	1	TA	5	TF	0	Detchd	1987.0	Unf	2	308.738692	TA	TA	Y	201.185701	73.093080	-22.424847	0	0	0	0	4	2007	WD	Normal	129500
548	549	20	RMD	49.0	8235	Paved	IR1	HLS	AllPub	I	GS	OldTown	Feedr	RRNn	1Fam	1Story	5	7	1955	1995	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	CB	TA	TA	No	LwQ	180	Rec	645	0	825	GasA	TA	Y	SBrkr	825	0	0	825	1	0	1	0	2	1	TA	4	TF	0	Detchd	1963.0	RFn	2	584.453188	TA	TA	Y	204.717444	43.579845	16.800635	0	0	0	0	6	2008	WD	Normal	125000
549	550	60	FVR	75.0	9375	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	2Story	7	5	2003	2004	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	912	912	GasA	Ex	Y	SBrkr	912	1182	0	2094	0	0	2	1	4	1	Gd	8	TF	1	BuiltIn	2003.0	Fin	2	393.621278	TA	TA	Y	346.036830	-73.484416	-65.410381	0	0	0	0	11	2009	WD	Normal	263000
550	551	120	RLD	53.0	4043	Paved	Reg	Lvl	AllPub	I	GS	NPkVill	Norm	Norm	TwnhsE	1Story	6	6	1977	1977	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	Gd	TA	No	ALQ	559	Unf	0	510	1069	GasA	TA	Y	SBrkr	1069	0	0	1069	0	0	2	0	2	1	TA	4	TF	0	Attchd	1977.0	RFn	2	501.876924	TA	TA	Y	168.601562	85.070892	29.548316	0	200	0	0	10	2008	COD	Abnorml	140000
551	552	20	RMD	50.0	6000	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1Story	5	6	1957	1957	Hip	SS	BrkFace	BrkFace	None	0.0	TA	TA	CB	TA	TA	No	Rec	308	Unf	0	620	928	GasA	Gd	Y	FuseA	928	0	0	928	0	0	1	0	3	1	TA	5	TF	0	Attchd	1957.0	Fin	1	916.132677	TA	TA	Y	107.784023	20.022368	18.774675	0	0	0	0	6	2008	WD	Normal	112500
552	553	20	RLD	87.0	11146	Paved	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	1Story	8	5	2006	2006	Gable	SS	VinylSd	VinylSd	Stone	250.0	Gd	TA	PC	Ex	TA	Av	Unf	0	Unf	0	1709	1709	GasA	Ex	Y	SBrkr	1717	0	0	1717	0	0	2	0	3	1	Gd	7	TF	1	Attchd	2006.0	RFn	3	186.039529	TA	TA	Y	-31.945441	84.138104	52.534116	0	0	0	0	7	2009	WD	Normal	255500
553	554	20	RLD	67.0	8777	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Feedr	Norm	1Fam	1Story	4	5	1949	2003	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	NaN	NaN	NaN	NaN	0	NaN	0	0	0	GasA	Ex	Y	SBrkr	1126	0	0	1126	0	0	2	0	2	1	Gd	5	TF	0	Detchd	2002.0	Fin	2	771.851226	TA	TA	N	167.684541	-22.383541	82.910029	0	0	0	0	5	2009	WD	Normal	108000
554	555	60	RLD	85.0	10625	Paved	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	2Story	7	5	2003	2004	Gable	SS	VinylSd	VinylSd	BrkFace	292.0	Gd	TA	PC	Gd	TA	No	GLQ	866	Unf	0	132	998	GasA	Ex	Y	SBrkr	1006	1040	0	2046	1	0	2	1	3	1	Gd	8	TF	1	BuiltIn	2003.0	RFn	3	668.360212	TA	TA	Y	85.429243	68.453327	145.791628	0	0	0	0	8	2008	WD	Normal	284000
555	556	45	RMD	58.0	6380	Paved	Reg	Lvl	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	1.5Unf	5	6	1922	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	Fa	No	Unf	0	Unf	0	993	993	GasA	TA	Y	FuseA	1048	0	0	1048	0	0	1	0	2	1	TA	5	TF	1	Detchd	1922.0	Unf	1	802.888816	TA	TA	Y	120.348648	44.544198	57.906296	0	0	0	0	8	2006	WD	Normal	113000
556	557	20	RLD	69.0	14850	Paved	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1957	1957	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	Rec	895	Unf	0	197	1092	GasA	TA	Y	FuseA	1092	0	0	1092	1	0	1	0	2	1	TA	6	TF	1	Attchd	1957.0	Fin	1	604.068350	TA	TA	Y	191.633660	-31.741424	-66.244692	0	122	0	0	5	2006	WD	Normal	141000
557	558	50	Commer	60.0	11040	Paved	Reg	Low	AllPub	I	MS	IDOTRR	Norm	Norm	1Fam	1.5Fin	4	6	1920	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Rec	637	Unf	0	0	637	GasA	Gd	Y	SBrkr	897	439	0	1336	0	0	1	1	3	1	TA	7	TF	0	CarPort	1994.0	Unf	1	631.059458	TA	TA	Y	240.014869	190.241492	88.850779	0	0	0	0	9	2006	COD	Normal	108000
558	559	60	RLD	57.0	21872	Paved	IR2	HLS	AllPub	FR2P	GS	Gilbert	Norm	Norm	1Fam	2Story	7	5	1996	1997	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	PC	Gd	TA	Gd	GLQ	604	Unf	0	125	729	GasA	Ex	Y	SBrkr	729	717	0	1446	0	1	2	1	3	1	TA	6	TF	1	Attchd	1996.0	Unf	2	773.155027	TA	TA	Y	48.667724	25.675069	84.337197	0	0	0	0	8	2008	WD	Normal	175000
559	560	120	RLD	NaN	3196	Paved	Reg	Lvl	AllPub	I	GS	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2003	2004	Gable	SS	VinylSd	VinylSd	BrkFace	18.0	Gd	TA	PC	Gd	TA	Gd	Unf	0	Unf	0	1374	1374	GasA	Ex	Y	SBrkr	1557	0	0	1557	0	0	2	0	2	1	Gd	7	TF	1	Attchd	2003.0	Fin	2	339.656293	TA	TA	Y	286.124951	-25.877001	19.790692	0	0	0	0	10	2006	WD	Normal	234000
560	561	20	RLD	NaN	11341	Paved	IR1	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	6	1957	1996	Hip	SS	Wd Sdng	Wd Sdng	BrkFace	180.0	TA	TA	CB	Gd	TA	No	ALQ	1302	Unf	0	90	1392	GasA	TA	Y	SBrkr	1392	0	0	1392	1	0	1	1	3	1	TA	5	MD	1	Detchd	1957.0	Unf	2	656.748824	TA	TA	Y	197.561348	66.258695	-29.484536	0	95	0	0	5	2010	WD	Normal	121500
561	562	20	RLD	77.0	10010	Paved	Reg	Lvl	AllPub	I	MS	Mitchel	Norm	Norm	1Fam	1Story	5	5	1974	1975	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	Gd	TA	Av	ALQ	1071	LwQ	123	195	1389	GasA	Gd	Y	SBrkr	1389	0	0	1389	1	0	1	0	2	1	TA	6	TF	1	Attchd	1975.0	RFn	2	304.959469	TA	TA	Y	23.060035	196.421354	29.701502	0	0	0	0	4	2006	WD	Normal	170000
562	563	30	RLD	63.0	13907	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	5	6	1940	1969	Gable	SS	WdShing	Wd Shng	None	0.0	TA	TA	CB	TA	TA	No	BLQ	290	Unf	0	706	996	GasA	Ex	Y	SBrkr	996	0	0	996	1	0	1	0	3	1	TA	6	TF	1	NaN	NaN	NaN	0	870.943112	NaN	NaN	Y	-89.747228	-34.835249	50.459712	0	0	0	0	7	2008	WD	Normal	108000
563	564	50	RLD	66.0	21780	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1.5Fin	6	7	1918	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	Gd	TA	Mn	Unf	0	Unf	0	1163	1163	GasA	Ex	Y	SBrkr	1163	511	0	1674	0	0	2	0	4	1	TA	8	TF	1	Detchd	1955.0	Fin	2	297.907517	TA	TA	N	147.177202	38.592932	23.872238	0	144	0	0	7	2008	WD	Normal	185000
564	565	60	RLD	NaN	13346	Paved	IR1	Lvl	AllPub	CulDSac	GS	NoRidge	Norm	Norm	1Fam	2Story	7	5	1992	2000	Gable	SS	HdBoard	HdBoard	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	728	Unf	0	367	1095	GasA	Ex	Y	SBrkr	1166	1129	0	2295	1	0	2	1	4	1	Gd	9	TF	1	Attchd	1992.0	RFn	2	165.672203	TA	TA	Y	157.253581	24.775695	-57.108923	0	0	0	0	7	2006	WD	Normal	268000
565	566	70	RLD	66.0	6858	Paved	Reg	Bnk	AllPub	C	GS	SWISU	Norm	Norm	1Fam	2Story	6	4	1915	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0	Unf	0	806	806	GasA	TA	N	FuseF	841	806	0	1647	1	0	1	1	4	1	Fa	6	TF	0	Detchd	1920.0	Unf	1	560.374530	TA	TA	Y	-311.085923	51.843591	-50.632222	0	0	0	0	5	2010	WD	Normal	128000
566	567	60	RLD	77.0	11198	Paved	IR1	Lvl	AllPub	I	GS	StoneBr	Norm	Norm	1Fam	2Story	9	5	2005	2007	Hip	SS	VinylSd	VinylSd	BrkFace	245.0	Gd	TA	PC	Gd	Gd	No	Unf	0	Unf	0	1122	1122	GasA	Ex	Y	SBrkr	1134	1370	0	2504	0	0	2	1	4	1	Ex	11	TF	1	BuiltIn	2005.0	Fin	3	591.253129	TA	TA	Y	136.729523	65.746356	66.135549	0	0	0	0	6	2008	WD	Normal	325000
567	568	20	RLD	70.0	10171	Paved	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	1Story	7	5	2004	2004	Gable	SS	VinylSd	VinylSd	BrkFace	168.0	Gd	TA	PC	Gd	TA	No	GLQ	2	Unf	0	1515	1517	GasA	Ex	Y	SBrkr	1535	0	0	1535	0	0	2	0	3	1	Gd	7	TF	0	Attchd	2004.0	RFn	2	365.863267	TA	TA	Y	91.645551	-19.709050	-41.688704	0	0	0	0	3	2010	WD	Normal	214000
568	569	50	RLD	79.0	12327	Paved	IR1	Low	AllPub	I	MS	SawyerW	Norm	Norm	1Fam	1.5Fin	8	8	1983	2009	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	Gd	TA	CB	Gd	TA	Gd	GLQ	1441	Unf	0	55	1496	GasA	Ex	Y	SBrkr	1496	636	0	2132	1	0	1	1	1	1	Gd	5	MD2	1	BuiltIn	1983.0	Fin	2	475.449495	Gd	TA	Y	7.936360	111.579677	-61.378604	0	0	0	0	9	2009	WD	Normal	316600
569	570	90	RLD	NaN	7032	Paved	IR1	Lvl	AllPub	C	GS	NAmes	Norm	Norm	Duplex	SFoyer	5	5	1979	1979	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	Gd	TA	Gd	GLQ	943	Unf	0	0	943	GasA	TA	Y	SBrkr	943	0	0	943	1	0	1	0	2	1	TA	4	TF	2	Detchd	1979.0	Unf	2	873.139374	TA	TA	Y	-224.555761	155.950105	6.393836	0	0	0	0	12	2006	WD	Normal	135960
570	571	90	RLD	74.0	13101	Paved	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	Duplex	1Story	5	5	1965	1965	Gable	SS	HdBoard	HdBoard	BrkFace	108.0	TA	TA	CB	TA	TA	No	LwQ	231	Unf	0	1497	1728	GasA	TA	Y	SBrkr	1728	0	0	1728	0	0	2	0	6	2	TA	10	TF	0	Detchd	1987.0	Unf	2	346.626343	TA	TA	Y	362.337945	-2.624880	-46.828958	0	0	0	0	11	2008	WD	Normal	142600
571	572	20	RLD	60.0	7332	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	6	1959	1959	Gable	SS	WdShing	Wd Shng	BrkFace	207.0	TA	TA	CB	TA	TA	No	BLQ	414	Unf	0	450	864	GasA	Ex	Y	SBrkr	864	0	0	864	1	0	1	0	2	1	Gd	4	TF	0	Attchd	1959.0	Unf	1	218.024836	TA	TA	Y	-43.611239	122.352134	51.009899	0	0	0	0	10	2006	WD	Abnorml	120000
572	573	60	RLD	83.0	13159	Paved	IR1	HLS	AllPub	C	GS	Timber	Norm	Norm	1Fam	2Story	7	5	2009	2009	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Ex	TA	Av	Unf	0	Unf	0	846	846	GasA	Gd	Y	SBrkr	846	846	0	1692	0	0	2	1	3	1	Gd	6	TF	0	Attchd	2009.0	RFn	2	662.650707	TA	TA	Y	86.498520	-76.231346	60.291985	0	0	0	0	7	2009	New	Partial	224500
573	574	80	RLD	76.0	9967	Paved	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	SLvl	7	5	2000	2000	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0	Unf	0	384	384	GasA	Ex	Y	SBrkr	774	656	0	1430	0	0	2	1	3	1	TA	8	TF	1	BuiltIn	2000.0	RFn	2	246.876020	TA	TA	Y	89.811935	-9.796028	28.616417	0	0	0	0	12	2007	WD	Normal	170000
574	575	80	RLD	70.0	10500	Paved	Reg	Lvl	AllPub	FR2P	GS	NAmes	Norm	Norm	1Fam	SLvl	5	7	1971	2005	Gambrel	SS	MetalSd	AsphShn	BrkFace	82.0	TA	TA	CB	TA	TA	Av	ALQ	349	Unf	0	23	372	GasA	TA	Y	SBrkr	576	533	0	1109	0	1	1	0	3	1	TA	5	TF	0	BuiltIn	1971.0	Unf	1	735.889325	TA	TA	Y	-27.912192	33.183245	151.142181	0	0	0	0	12	2007	WD	Normal	139000
575	576	50	RLD	80.0	8480	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1.5Fin	5	5	1947	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Rec	442	Unf	0	390	832	GasA	TA	Y	SBrkr	832	384	0	1216	0	0	1	0	2	1	TA	6	TF	0	Detchd	1947.0	Unf	1	565.544475	TA	TA	Y	-85.311147	34.535162	30.250766	0	0	0	0	10	2008	COD	Abnorml	118500
576	577	50	RLD	52.0	6292	Paved	Reg	Lvl	AllPub	I	GS	SWISU	Norm	Norm	1Fam	1.5Fin	7	7	1928	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	861	861	GasA	Gd	Y	SBrkr	877	600	0	1477	0	1	2	0	3	1	TA	6	TF	1	Detchd	1928.0	Unf	1	441.962003	TA	TA	Y	63.151815	73.789241	62.411120	0	0	0	0	8	2009	WD	Normal	145000
577	578	80	RLD	96.0	11777	Paved	IR1	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	SLvl	5	6	1966	1966	Gable	SS	VinylSd	VinylSd	BrkFace	97.0	TA	TA	CB	TA	TA	Av	LwQ	328	ALQ	551	285	1164	GasA	Ex	Y	SBrkr	1320	0	0	1320	1	0	1	0	3	1	TA	6	TF	2	Attchd	1966.0	RFn	2	652.332508	TA	TA	Y	221.606593	61.279634	-30.240126	0	0	0	0	5	2006	WD	Abnorml	164500
578	579	160	FVR	34.0	3604	Paved	Reg	Lvl	AllPub	C	GS	Somerst	Norm	Norm	TwnhsE	2Story	7	5	2007	2007	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	689	689	GasA	Ex	Y	SBrkr	703	689	0	1392	0	0	2	0	2	1	Gd	5	TF	0	Detchd	2007.0	Unf	2	538.090548	TA	TA	Y	-71.050806	7.759308	44.398157	0	0	0	0	2	2008	WD	Abnorml	146000
579	580	50	RMD	81.0	12150	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1.5Fin	5	5	1954	1954	Gable	SS	MetalSd	MetalSd	BrkFace	335.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	1050	1050	GasA	Ex	N	FuseF	1050	745	0	1795	0	0	2	0	4	1	TA	7	TF	0	Attchd	1954.0	Unf	1	872.094301	Fa	TA	Y	141.967839	9.653369	-3.900060	0	0	0	0	11	2008	WD	Normal	131500
580	581	20	RLD	NaN	14585	Paved	IR1	Lvl	AllPub	CulDSac	GS	NAmes	Norm	Norm	1Fam	1Story	6	6	1960	1987	Gable	SS	Wd Sdng	Wd Sdng	BrkFace	85.0	TA	TA	CB	TA	TA	No	BLQ	594	Rec	219	331	1144	GasA	Ex	Y	SBrkr	1429	0	0	1429	0	1	1	0	3	1	Gd	7	TF	2	Attchd	1960.0	Unf	2	471.904261	TA	TA	Y	-38.010427	45.264745	9.902895	0	0	0	0	6	2007	WD	Normal	181900
581	582	20	RLD	98.0	12704	Paved	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	1Story	8	5	2008	2009	Hip	SS	VinylSd	VinylSd	BrkFace	306.0	Ex	TA	PC	Ex	TA	No	Unf	0	Unf	0	2042	2042	GasA	Ex	Y	SBrkr	2042	0	0	2042	0	0	2	1	3	1	Ex	8	TF	1	Attchd	2009.0	RFn	3	575.441337	TA	TA	Y	-108.878453	64.012621	9.019511	0	0	0	0	8	2009	New	Partial	253293
582	583	90	RLD	81.0	11841	Gravel	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	Duplex	SFoyer	6	5	1990	1990	Gable	SS	HdBoard	HdBoard	BrkFace	104.0	TA	Gd	CB	Gd	TA	Av	GLQ	816	Unf	0	0	816	GasA	TA	Y	SBrkr	816	0	0	816	1	0	1	0	3	1	TA	5	TF	0	NaN	NaN	NaN	0	731.682406	NaN	NaN	Y	192.579320	53.883135	-46.547736	0	0	0	0	5	2007	WD	Normal	118500
583	584	75	RMD	75.0	13500	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Artery	PosA	1Fam	2.5Unf	10	9	1893	2000	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	Ex	Ex	BT	TA	TA	No	Unf	0	Unf	0	1237	1237	GasA	Gd	Y	SBrkr	1521	1254	0	2775	0	0	3	1	3	1	Gd	9	TF	1	Detchd	1988.0	Unf	2	308.283885	Gd	TA	Y	135.952799	69.104179	29.052664	0	0	0	0	7	2008	WD	Normal	325000
584	585	50	RMD	51.0	6120	Paved	Reg	Lvl	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	1.5Fin	4	7	1935	1995	Gable	SS	AsbShng	AsbShng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	884	884	GasA	Ex	Y	SBrkr	989	584	0	1573	0	0	1	0	3	1	Gd	6	TF	0	Detchd	1935.0	Unf	1	563.289311	TA	TA	Y	-93.046203	110.111236	-9.170308	0	120	0	0	7	2009	WD	Normal	133000
585	586	20	RLD	88.0	11443	Paved	Reg	Lvl	AllPub	I	GS	Timber	Norm	Norm	1Fam	1Story	8	5	2005	2006	Hip	SS	VinylSd	VinylSd	BrkFace	208.0	Gd	TA	PC	Ex	TA	Gd	GLQ	1460	Unf	0	408	1868	GasA	Ex	Y	SBrkr	2028	0	0	2028	1	0	2	0	2	1	Gd	7	TF	2	Attchd	2005.0	RFn	3	539.250956	TA	TA	Y	-85.019769	78.368010	120.857915	0	0	0	0	3	2006	New	Partial	369900
586	587	30	RLD	55.0	10267	Paved	Reg	Lvl	AllPub	I	GS	BrkSide	RRAn	Norm	1Fam	1Story	6	7	1918	2000	Gable	SS	Stucco	Wd Shng	None	0.0	TA	Gd	BT	TA	Gd	Mn	Rec	210	ALQ	606	0	816	GasA	Ex	Y	SBrkr	838	0	0	838	1	0	1	0	2	1	Fa	5	TF	0	Detchd	1961.0	Fin	1	408.776603	TA	TA	N	55.531782	25.812419	-6.240319	0	0	0	0	5	2008	WD	Normal	130000
587	588	85	RLD	74.0	8740	Paved	IR1	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	SFoyer	5	6	1982	1982	Hip	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	Av	ALQ	672	Unf	0	168	840	GasA	TA	Y	SBrkr	860	0	0	860	1	0	1	0	2	1	TA	4	TF	0	Detchd	1996.0	Unf	2	240.499051	TA	TA	Y	136.492097	16.335769	65.131908	0	0	0	0	7	2009	WD	Normal	137000
588	589	20	RLD	65.0	25095	Paved	IR1	Low	AllPub	I	SS	ClearCr	Norm	Norm	1Fam	1Story	5	8	1968	2003	Flat	TG	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	Gd	GLQ	1324	Unf	0	113	1437	GasA	Ex	Y	SBrkr	1473	0	0	1473	2	0	1	0	1	1	Ex	5	TF	2	Attchd	1968.0	Unf	1	799.138394	TA	TA	Y	211.151302	6.430530	101.733234	0	60	0	0	6	2009	WD	Partial	143000
589	590	40	RMD	50.0	9100	Paved	Reg	Lvl	AllPub	I	GS	BrkSide	RRAn	Feedr	1Fam	1Story	5	6	1930	1960	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	742	742	GasA	TA	Y	FuseA	779	0	156	935	0	0	1	0	2	1	TA	4	TF	0	Detchd	1988.0	Unf	1	332.798248	TA	TA	P	91.835744	-40.089376	14.255550	0	0	0	600	8	2008	WD	Normal	79500
590	591	60	RLD	64.0	8320	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2004	2004	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	490	Unf	0	280	770	GasA	Ex	Y	SBrkr	770	812	0	1582	0	0	2	1	3	1	Gd	6	TF	0	Attchd	2004.0	RFn	2	403.447163	TA	TA	Y	314.350905	119.786925	-69.726851	0	0	0	0	9	2008	WD	Normal	185900
591	592	60	RLD	97.0	13478	Paved	IR1	Lvl	AllPub	C	GS	NridgHt	Norm	Norm	1Fam	2Story	10	5	2008	2008	Gable	SS	CemntBd	CmentBd	Stone	420.0	Ex	TA	PC	Ex	TA	Gd	GLQ	1338	Unf	0	384	1722	GasA	Ex	Y	SBrkr	1728	568	0	2296	1	0	2	1	3	1	Ex	10	TF	1	BuiltIn	2008.0	RFn	3	460.648884	TA	TA	Y	397.245512	112.142838	-95.731929	0	0	0	0	6	2009	ConLI	Normal	451950
592	593	20	RLD	60.0	6600	Paved	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	1Story	5	8	1982	2003	Gable	SS	HdBoard	HdBoard	None	0.0	TA	Gd	PC	TA	Gd	No	GLQ	816	Unf	0	0	816	GasA	Ex	Y	SBrkr	816	0	0	816	1	0	1	0	2	1	TA	4	TF	0	Detchd	1985.0	Fin	2	565.936273	TA	TA	Y	90.433842	-56.891221	109.335521	0	0	0	0	6	2008	WD	Normal	138000
593	594	120	RMD	NaN	4435	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	TwnhsE	1Story	6	5	2003	2003	Gable	SS	VinylSd	VinylSd	BrkFace	170.0	Gd	TA	PC	Gd	TA	Av	GLQ	685	Unf	0	163	848	GasA	Ex	Y	SBrkr	848	0	0	848	1	0	1	0	1	1	Gd	4	TF	0	Attchd	2003.0	Fin	2	320.054053	TA	TA	Y	178.062391	-26.387754	-16.219143	0	0	0	0	5	2009	WD	Normal	140000
594	595	20	RLD	88.0	7990	Paved	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	5	6	1975	1975	Hip	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	Gd	TA	No	Unf	0	Unf	0	924	924	GasA	TA	Y	SBrkr	924	0	0	924	0	0	1	0	3	1	TA	5	TF	0	Detchd	1981.0	Unf	1	293.608644	TA	TA	Y	-150.349425	108.589254	60.899539	0	0	0	0	4	2008	WD	Normal	110000
595	596	20	RLD	69.0	11302	Paved	IR1	Lvl	AllPub	I	GS	StoneBr	Norm	Norm	1Fam	1Story	8	5	2005	2006	Gable	SS	VinylSd	Other	BrkFace	238.0	Gd	TA	PC	Gd	TA	Gd	GLQ	1422	Unf	0	392	1814	GasA	Ex	Y	SBrkr	1826	0	0	1826	1	0	2	0	3	1	Gd	7	TF	1	Attchd	2005.0	Fin	3	554.816213	TA	TA	Y	185.582112	62.303314	54.605161	0	120	0	0	8	2006	New	Partial	319000
596	597	70	RMD	60.0	3600	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	2Story	6	7	1910	1993	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	684	684	GasA	Ex	N	FuseA	684	684	0	1368	0	0	1	0	3	1	TA	7	TF	0	Detchd	1930.0	Unf	1	371.037557	TA	Fa	N	44.949147	82.890565	4.402176	0	0	0	0	10	2006	WD	Normal	114504
597	598	120	RLD	53.0	3922	Paved	Reg	Lvl	AllPub	I	GS	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2006	2007	Gable	SS	VinylSd	VinylSd	BrkFace	72.0	Gd	TA	PC	Ex	TA	Av	Unf	0	Unf	0	1258	1258	GasA	Ex	Y	SBrkr	1402	0	0	1402	0	2	0	2	2	1	Gd	7	TF	1	Attchd	2006.0	Fin	3	316.597091	TA	TA	Y	114.909930	78.734268	-61.705638	0	0	0	0	2	2007	New	Partial	194201
598	599	20	RLD	80.0	12984	Paved	Reg	Bnk	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	1Story	5	6	1977	1977	Gable	SS	Plywood	Plywood	BrkFace	459.0	TA	TA	CB	Gd	TA	Mn	ALQ	1283	LwQ	147	0	1430	GasA	Ex	Y	SBrkr	1647	0	0	1647	1	0	2	0	3	1	Gd	7	TF	1	Attchd	1977.0	Fin	2	142.420861	TA	TA	Y	64.001762	38.705435	76.649544	0	0	0	0	3	2006	WD	Normal	217500
599	600	160	RMD	24.0	1950	Paved	Reg	Lvl	AllPub	I	GS	Blueste	Norm	Norm	Twnhs	2Story	6	6	1980	1980	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	CB	Gd	TA	No	LwQ	81	GLQ	612	23	716	GasA	TA	Y	SBrkr	716	840	0	1556	1	0	2	1	3	1	TA	6	TF	1	Attchd	1980.0	Fin	2	300.529349	TA	TA	Y	101.123137	130.780349	50.345456	0	0	0	0	7	2008	COD	Normal	151000
600	601	60	RLD	74.0	10927	Paved	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	2Story	8	5	2005	2005	Gable	SS	VinylSd	VinylSd	BrkFace	280.0	Gd	TA	PC	Gd	TA	Av	GLQ	546	Unf	0	512	1058	GasA	Ex	Y	SBrkr	1058	846	0	1904	1	0	2	1	3	1	Ex	8	TF	1	BuiltIn	2003.0	Fin	2	539.521857	TA	TA	Y	30.038709	115.630561	57.597900	0	0	0	0	6	2006	WD	Normal	275000
601	602	50	RMD	50.0	9000	Paved	Reg	Bnk	AllPub	I	GS	IDOTRR	Norm	Norm	1Fam	1.5Fin	6	6	1937	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	Gd	PC	TA	TA	No	Unf	0	Unf	0	780	780	GasA	TA	Y	SBrkr	780	595	0	1375	0	0	1	1	3	1	Gd	6	TF	1	Detchd	1979.0	Unf	1	99.552965	TA	TA	P	184.073607	-52.172381	49.725661	0	126	0	0	12	2007	WD	Normal	141000
602	603	60	RLD	80.0	10041	Paved	IR1	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	2Story	8	5	1992	1992	Gable	SS	HdBoard	HdBoard	None	0.0	Gd	TA	PC	Gd	TA	Mn	GLQ	789	Unf	0	119	908	GasA	Ex	Y	SBrkr	927	988	0	1915	1	0	2	1	3	1	Gd	8	TF	1	Attchd	1992.0	Fin	2	303.350186	TA	TA	Y	-43.608710	121.539354	55.248309	0	0	0	0	2	2006	WD	Abnorml	220000
603	604	160	FVR	30.0	3182	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	TwnhsE	2Story	7	5	2004	2005	Gable	SS	MetalSd	MetalSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	600	600	GasA	Ex	Y	SBrkr	600	600	0	1200	0	0	2	1	2	1	Gd	4	TF	0	Detchd	2004.0	RFn	2	349.811549	TA	TA	Y	84.908621	-34.350605	-9.795032	0	0	0	0	6	2010	WD	Normal	151000
604	605	20	RLD	88.0	12803	Paved	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2002	2002	Gable	SS	VinylSd	VinylSd	BrkFace	99.0	Gd	TA	PC	Gd	TA	Mn	GLQ	922	Unf	0	572	1494	GasA	Ex	Y	SBrkr	1494	0	0	1494	1	0	2	0	3	1	Gd	6	TF	1	Attchd	2002.0	RFn	2	775.140597	TA	TA	Y	129.969551	117.754949	44.746676	0	0	0	0	9	2008	WD	Normal	221000
605	606	60	RLD	85.0	13600	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	2Story	7	6	1965	1990	Gable	SS	HdBoard	HdBoard	BrkFace	176.0	TA	TA	CB	TA	TA	No	BLQ	454	Unf	0	314	768	GasA	TA	Y	SBrkr	1186	800	0	1986	0	0	2	1	3	1	TA	7	TF	3	Attchd	1965.0	Unf	2	608.799455	TA	TA	Y	-104.364135	-66.932938	39.075573	0	189	0	0	10	2009	WD	Normal	205000
606	607	20	RLD	82.0	12464	Paved	IR2	Low	AllPub	C	MS	CollgCr	Norm	Norm	1Fam	1Story	5	5	1996	1996	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	PC	Gd	TA	No	GLQ	732	Unf	0	308	1040	GasA	Gd	Y	SBrkr	1040	0	0	1040	1	0	1	0	3	1	Gd	6	TF	0	Detchd	2000.0	Unf	2	1054.661106	TA	TA	Y	172.824793	-64.082991	13.522246	0	0	0	0	11	2009	WD	Normal	152000
607	608	20	RLD	78.0	7800	Paved	Reg	Bnk	AllPub	I	MS	Edwards	Norm	Norm	1Fam	2Story	5	8	1948	2002	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	CB	TA	Gd	No	GLQ	603	Unf	0	293	896	GasA	Ex	Y	SBrkr	1112	896	0	2008	1	0	3	0	3	1	Ex	8	TF	0	Attchd	1948.0	Unf	1	127.931231	TA	TA	Y	105.570058	234.979981	-4.498294	0	0	0	0	8	2006	WD	Normal	225000
608	609	70	RLD	78.0	12168	Paved	Reg	HLS	AllPub	I	MS	Crawfor	Norm	Norm	1Fam	2Story	8	6	1934	1998	Gable	SS	BrkFace	Wd Sdng	None	0.0	TA	TA	PC	Gd	TA	Mn	BLQ	428	Unf	0	537	965	GasA	TA	Y	SBrkr	1940	1254	0	3194	0	0	2	1	4	1	TA	10	TF	2	Basment	1934.0	Unf	2	184.366034	TA	TA	Y	377.156092	37.664307	15.657535	0	0	0	0	9	2007	WD	Alloca	359100
609	610	20	RLD	61.0	7943	Paved	Reg	Lvl	AllPub	I	GS	Sawyer	Feedr	Norm	1Fam	1Story	4	5	1961	1961	Gable	SS	VinylSd	VinylSd	BrkCmn	192.0	TA	Fa	CB	TA	TA	Mn	Rec	903	Unf	0	126	1029	GasA	Gd	Y	SBrkr	1029	0	0	1029	1	0	1	0	3	1	TA	5	TF	0	Attchd	1961.0	Unf	1	338.290897	TA	TA	Y	222.502732	123.294022	-12.445544	0	0	0	0	4	2007	WD	Normal	118500
610	611	60	RLD	NaN	11050	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	PosN	Norm	1Fam	2Story	9	5	2000	2000	Hip	SS	VinylSd	VinylSd	BrkFace	204.0	Gd	TA	PC	Ex	TA	Mn	GLQ	904	Unf	0	536	1440	GasA	Ex	Y	SBrkr	1476	677	0	2153	1	0	2	1	3	1	Ex	8	TF	2	Attchd	2000.0	Fin	3	460.650326	TA	TA	Y	44.832472	114.514741	77.417704	0	0	0	0	5	2009	WD	Normal	313000
611	612	80	RLD	NaN	10395	Paved	IR1	Lvl	AllPub	FR2P	GS	NWAmes	Norm	Norm	1Fam	SLvl	6	6	1978	1978	Gable	SS	HdBoard	HdBoard	BrkFace	233.0	TA	TA	CB	Gd	TA	Av	ALQ	605	Unf	0	427	1032	GasA	TA	Y	SBrkr	1032	0	0	1032	0	1	2	0	3	1	TA	6	TF	1	Attchd	1978.0	Unf	2	743.222047	TA	TA	Y	113.104497	139.322001	38.180388	0	0	0	500	7	2007	WD	Normal	148000
612	613	60	RLD	NaN	11885	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	8	5	2001	2001	Gable	SS	VinylSd	VinylSd	BrkFace	108.0	Gd	TA	PC	Gd	TA	Av	GLQ	990	Unf	0	309	1299	GasA	Ex	Y	SBrkr	1299	573	0	1872	1	0	2	1	3	1	Ex	7	TF	1	BuiltIn	2001.0	RFn	2	530.007063	TA	TA	Y	87.550368	156.214895	-21.680324	0	0	0	0	11	2009	WD	Normal	261500
613	614	20	RLD	70.0	8402	Paved	Reg	Lvl	AllPub	I	GS	Mitchel	Feedr	Norm	1Fam	1Story	5	5	2007	2007	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	ALQ	206	Unf	0	914	1120	GasA	Ex	Y	SBrkr	1120	0	0	1120	0	0	1	0	3	1	TA	6	TF	0	NaN	NaN	NaN	0	667.902548	NaN	NaN	Y	-33.007485	66.785184	57.113556	0	0	0	0	12	2007	New	Partial	147000
614	615	180	RMD	21.0	1491	Paved	Reg	Lvl	AllPub	I	GS	MeadowV	Norm	Norm	TwnhsE	SFoyer	4	6	1972	1972	Gable	SS	CemntBd	CmentBd	None	0.0	TA	TA	CB	Gd	TA	Av	LwQ	150	GLQ	480	0	630	GasA	Ex	Y	SBrkr	630	0	0	630	1	0	1	0	1	1	TA	3	TF	0	NaN	NaN	NaN	0	688.172767	NaN	NaN	Y	148.544054	88.793661	87.736438	0	0	0	0	5	2010	WD	Normal	75500
615	616	85	RLD	80.0	8800	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Feedr	Norm	1Fam	SFoyer	6	7	1963	1963	Gable	SS	MetalSd	MetalSd	BrkFace	156.0	TA	Gd	PC	TA	TA	Gd	GLQ	763	Unf	0	173	936	GasA	Ex	Y	SBrkr	1054	0	0	1054	1	0	1	0	3	1	Gd	6	TF	0	Attchd	1963.0	RFn	2	386.615170	TA	TA	Y	-43.917419	-92.645750	83.729781	0	0	0	0	5	2010	WD	Abnorml	137500
616	617	60	RLD	NaN	7861	Paved	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	2002	2003	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	457	Unf	0	326	783	GasA	Ex	Y	SBrkr	807	702	0	1509	1	0	2	1	3	1	Gd	7	TF	1	Attchd	2002.0	Fin	2	428.623364	TA	TA	Y	174.421243	-19.891233	5.825270	0	0	0	0	6	2006	WD	Normal	183200
617	618	45	RLD	59.0	7227	Paved	Reg	HLS	AllPub	C	MS	NAmes	Artery	Norm	1Fam	1.5Unf	6	6	1954	1954	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	832	832	GasA	Gd	Y	SBrkr	832	0	0	832	0	0	1	0	2	1	Gd	4	TF	0	Detchd	1962.0	Unf	2	570.630256	TA	TA	Y	-57.685098	122.965621	-45.317765	0	0	0	0	6	2008	WD	Normal	105500
618	619	20	RLD	90.0	11694	Paved	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	1Story	9	5	2007	2007	Hip	SS	CemntBd	CmentBd	BrkFace	452.0	Ex	TA	PC	Ex	TA	Av	GLQ	48	Unf	0	1774	1822	GasA	Ex	Y	SBrkr	1828	0	0	1828	0	0	2	0	3	1	Gd	9	TF	1	Attchd	2007.0	Unf	3	286.285477	TA	TA	Y	-14.361312	-30.149515	0.162645	0	260	0	0	7	2007	New	Partial	314813
619	620	60	RLD	85.0	12244	Paved	Reg	Lvl	AllPub	I	GS	Timber	Norm	Norm	1Fam	2Story	8	5	2003	2003	Hip	SS	VinylSd	VinylSd	Stone	226.0	Gd	TA	PC	Gd	TA	Gd	GLQ	871	Unf	0	611	1482	GasA	Ex	Y	SBrkr	1482	780	0	2262	1	0	2	1	4	1	Gd	10	TF	2	Attchd	2003.0	Fin	3	87.891721	TA	TA	Y	318.175702	73.716821	34.841731	0	0	0	0	8	2008	WD	Normal	305000
620	621	30	RLD	45.0	8248	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	3	3	1914	1950	Gable	SS	Stucco	Stucco	None	0.0	TA	TA	BT	TA	TA	No	BLQ	41	Unf	0	823	864	GasA	TA	N	FuseF	864	0	0	864	1	0	1	0	2	1	TA	5	TF	0	NaN	NaN	NaN	0	617.917099	NaN	NaN	N	199.202639	39.539841	2.210399	0	0	0	0	9	2008	WD	Normal	67000
621	622	60	RLD	90.0	10800	Paved	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	2Story	6	7	1974	1997	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	ALQ	956	Rec	182	384	1522	GasA	TA	Y	SBrkr	1548	1066	0	2614	0	0	2	1	4	1	TA	9	TF	1	Attchd	1974.0	RFn	2	605.368455	TA	TA	Y	283.524937	-27.674865	-15.105506	0	0	0	0	6	2008	WD	Normal	240000
622	623	20	RLD	71.0	7064	Paved	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	6	1977	1977	Gable	SS	Plywood	Plywood	BrkFace	153.0	TA	TA	CB	TA	TA	No	BLQ	560	Unf	0	420	980	GasA	TA	Y	SBrkr	980	0	0	980	0	0	1	0	3	1	TA	6	TF	0	Detchd	1986.0	Unf	2	683.737522	TA	TA	Y	-89.437065	-51.000606	8.589071	0	0	0	0	7	2009	WD	Normal	135000
623	624	160	FVR	NaN	2117	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	TwnhsE	2Story	6	5	2000	2000	Gable	SS	MetalSd	MetalSd	BrkFace	513.0	Gd	TA	PC	Gd	TA	No	GLQ	420	Unf	0	336	756	GasA	Ex	Y	SBrkr	756	756	0	1512	0	0	2	1	2	1	Gd	4	TF	1	Detchd	2000.0	Unf	2	416.686418	TA	TA	Y	-24.516939	50.658107	-21.604176	0	0	0	0	6	2007	WD	Normal	168500
624	625	60	RLD	80.0	10400	Paved	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	2Story	6	5	1972	1972	Gable	SS	VinylSd	VinylSd	None	288.0	TA	TA	CB	TA	TA	No	Rec	247	Unf	0	485	732	GasA	Gd	Y	SBrkr	1012	778	0	1790	1	0	1	2	4	1	TA	8	MD2	1	Attchd	1972.0	RFn	2	365.825936	TA	TA	Y	175.162066	20.960851	95.690226	0	147	0	0	11	2006	WD	Normal	165150
625	626	20	RLD	87.0	10000	Paved	IR1	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	6	6	1962	1962	Hip	SS	Wd Sdng	Wd Sdng	BrkFace	261.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	1116	1116	GasA	TA	Y	SBrkr	1116	0	0	1116	0	0	1	1	3	1	TA	5	TF	0	Attchd	1962.0	Unf	2	554.100338	TA	TA	Y	-89.583647	54.815480	68.474338	0	385	0	0	2	2010	WD	Normal	160000
626	627	20	RLD	NaN	12342	Paved	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1960	1978	Hip	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	978	978	GasA	TA	Y	SBrkr	1422	0	0	1422	0	0	1	0	3	1	TA	6	MD1	1	Attchd	1960.0	RFn	1	482.038298	TA	TA	Y	19.956804	119.625652	59.464484	0	0	0	600	8	2007	WD	Normal	139900
627	628	80	RLD	80.0	9600	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	SLvl	6	6	1955	1972	Gable	SS	AsbShng	AsbShng	BrkFace	164.0	TA	TA	CB	TA	TA	Av	BLQ	674	LwQ	132	350	1156	GasA	Ex	Y	SBrkr	1520	0	0	1520	1	0	1	0	3	1	TA	7	TF	2	Basment	1955.0	RFn	1	762.046252	TA	TA	Y	128.474358	109.161386	-25.592413	0	0	0	0	3	2010	WD	Normal	153000
628	629	60	RLD	70.0	11606	Paved	IR1	HLS	AllPub	I	SS	NAmes	Norm	Norm	1Fam	2Story	5	5	1969	1969	Gable	SS	Plywood	Plywood	BrkFace	192.0	TA	TA	PC	Gd	TA	Av	Rec	650	Unf	0	390	1040	GasA	TA	Y	SBrkr	1040	1040	0	2080	0	1	1	2	5	1	Fa	9	TF	2	Attchd	1969.0	Unf	2	340.345846	TA	TA	Y	125.205612	17.516851	-19.451552	0	0	0	0	9	2007	WD	Family	135000
629	630	80	RLD	82.0	9020	Paved	Reg	Lvl	AllPub	C	GS	NAmes	Feedr	Norm	1Fam	SLvl	6	5	1964	1964	Gable	WSh	Plywood	Wd Sdng	BrkFace	259.0	TA	TA	CB	TA	TA	Gd	GLQ	624	Rec	336	288	1248	GasA	TA	Y	SBrkr	1350	0	0	1350	1	0	1	1	3	1	TA	6	TF	0	Attchd	1964.0	RFn	2	444.665239	TA	TA	Y	41.497383	-9.934084	34.952001	0	0	0	0	6	2008	WD	Normal	168500
630	631	70	RMD	50.0	9000	Paved	Reg	Lvl	AllPub	C	GS	OldTown	Artery	Norm	1Fam	2Story	5	6	1880	1991	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	BT	Fa	Fa	No	Unf	0	Unf	0	636	636	GasA	TA	Y	FuseA	1089	661	0	1750	0	0	1	0	3	1	Ex	8	TF	0	Detchd	1937.0	Unf	1	717.989814	Fa	Po	N	-93.355125	-13.855220	-72.483844	0	0	0	0	6	2006	WD	Abnorml	124000
631	632	120	RLD	34.0	4590	Paved	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	Twnhs	1Story	8	5	2006	2006	Gable	SS	VinylSd	VinylSd	Stone	108.0	Gd	TA	PC	Gd	Gd	Mn	GLQ	24	Unf	0	1530	1554	GasA	Ex	Y	SBrkr	1554	0	0	1554	0	0	2	0	2	1	Gd	6	TF	1	Attchd	2006.0	RFn	2	508.408981	TA	TA	Y	-85.713135	27.510885	-15.594287	0	0	0	0	8	2007	WD	Normal	209500
632	633	20	RLD	85.0	11900	Paved	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	1Story	7	5	1977	1977	Hip	SS	Plywood	Plywood	BrkFace	209.0	TA	Gd	CB	TA	TA	No	ALQ	822	Unf	0	564	1386	GasA	TA	Y	SBrkr	1411	0	0	1411	0	0	2	0	3	1	TA	6	TF	1	Attchd	1977.0	Fin	2	511.216283	TA	TA	Y	201.743648	81.536715	-24.117062	0	0	0	0	4	2009	WD	Family	82500
633	634	20	RLD	80.0	9250	Paved	Reg	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1954	2005	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	BLQ	480	LwQ	468	108	1056	GasA	TA	Y	SBrkr	1056	0	0	1056	0	1	1	0	3	1	TA	6	TF	0	Attchd	1954.0	Unf	1	709.109630	TA	TA	Y	186.094229	21.659986	-34.730644	0	0	0	0	7	2007	WD	Normal	139400
634	635	90	RLD	64.0	6979	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	Duplex	SFoyer	6	5	1980	1980	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	TA	TA	No	GLQ	1056	Unf	0	0	1056	GasA	Gd	Y	SBrkr	1056	0	0	1056	2	0	0	0	0	2	TA	4	TF	0	Detchd	1980.0	Unf	2	585.552747	TA	TA	Y	80.526848	11.704497	1.691671	0	0	0	600	6	2010	WD	Normal	144000
635	636	190	RHD	60.0	10896	Paved	Reg	Bnk	AllPub	I	GS	SWISU	Feedr	Norm	2fmCon	2.5Fin	6	7	1914	1995	Hip	SS	VinylSd	VinylSd	None	0.0	Fa	TA	CB	TA	Fa	No	LwQ	256	Unf	0	1184	1440	GasA	Ex	Y	FuseA	1440	1440	515	3395	0	0	2	0	8	2	Fa	14	TF	0	NaN	NaN	NaN	0	634.917943	NaN	NaN	N	153.175176	53.133416	145.737272	0	0	0	0	3	2007	WD	Abnorml	200000
636	637	30	RMD	51.0	6120	Paved	Reg	Lvl	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	1Story	2	3	1936	1950	Gable	SS	AsbShng	AsbShng	None	0.0	Fa	Fa	BT	TA	Fa	No	Unf	0	Unf	0	264	264	Grav	Fa	N	FuseA	800	0	0	800	0	0	1	0	1	1	Fa	4	MajD1	1	NaN	NaN	NaN	0	146.137805	NaN	NaN	N	472.102147	79.962138	14.514188	0	0	0	0	1	2009	ConLw	Normal	60000
637	638	190	RMD	50.0	6000	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	2fmCon	1.5Fin	5	4	1954	1954	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	811	811	GasA	TA	Y	FuseA	811	576	0	1387	0	0	2	0	3	2	Gd	7	TF	0	BuiltIn	1954.0	Unf	1	187.085576	TA	TA	Y	166.971671	129.819666	2.381157	0	0	0	0	11	2009	WD	Normal	93000
638	639	30	RLD	67.0	8777	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Feedr	Norm	1Fam	1Story	5	7	1910	1950	Gable	SS	MetalSd	Wd Sdng	None	0.0	TA	TA	CB	Fa	TA	No	Unf	0	Unf	0	796	796	GasA	Gd	Y	FuseA	796	0	0	796	0	0	1	0	2	1	TA	4	TF	0	NaN	NaN	NaN	0	341.297444	NaN	NaN	P	87.257098	37.935996	87.167606	0	0	0	0	5	2008	WD	Normal	85000
639	640	120	RLD	53.0	3982	Paved	Reg	Lvl	AllPub	I	GS	Blmngtn	Norm	Norm	TwnhsE	1Story	8	5	2006	2006	Hip	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	Gd	Av	GLQ	1154	Unf	0	366	1520	GasA	Ex	Y	SBrkr	1567	0	0	1567	1	0	2	0	1	1	Ex	7	TF	1	Attchd	2006.0	Fin	3	301.591138	TA	TA	Y	153.333483	58.128437	-8.256499	0	0	0	0	10	2006	New	Partial	264561
640	641	120	RLD	62.0	12677	Paved	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	TwnhsE	1Story	8	5	2003	2004	Hip	SS	MetalSd	MetalSd	BrkFace	472.0	Ex	TA	PC	Ex	TA	Gd	GLQ	1218	Unf	0	300	1518	GasA	Ex	Y	SBrkr	1518	0	0	1518	0	0	1	1	1	1	Ex	6	TF	1	Attchd	2003.0	RFn	2	1147.488093	TA	TA	Y	24.654478	56.619207	-81.047859	0	0	0	0	4	2008	WD	Normal	274000
641	642	60	FVR	NaN	7050	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	2Story	7	5	2001	2001	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	738	Unf	0	319	1057	GasA	Ex	Y	SBrkr	1057	872	0	1929	1	0	2	1	3	1	Gd	7	TF	1	Attchd	2001.0	Fin	2	740.788741	TA	TA	Y	172.702697	9.050374	65.005071	0	0	0	0	5	2007	WD	Normal	226000
642	643	80	RLD	75.0	13860	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	SLvl	8	7	1972	1995	Gable	SS	Plywood	Wd Sdng	None	0.0	Gd	TA	CB	Gd	TA	Gd	GLQ	1410	Unf	0	542	1952	GasA	Gd	Y	SBrkr	2000	704	0	2704	1	0	2	1	4	1	Ex	9	TF	3	Attchd	1972.0	Fin	2	624.222181	TA	TA	Y	135.251674	-12.137749	0.990746	0	0	0	0	7	2009	WD	Normal	345000
643	644	60	RLD	80.0	10793	Paved	Reg	Lvl	AllPub	I	GS	NWAmes	RRAn	Norm	1Fam	2Story	5	5	1969	1969	Mansard	SS	WdShing	HdBoard	BrkFace	263.0	TA	TA	CB	TA	TA	No	Rec	493	BLQ	287	0	780	GasA	Ex	Y	SBrkr	780	840	0	1620	0	0	2	1	4	1	TA	7	MD1	0	Attchd	1969.0	Fin	2	405.831199	TA	TA	Y	290.229330	91.515924	98.690302	0	0	0	0	4	2007	WD	Normal	152000
644	645	20	FVR	85.0	9187	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	9	5	2009	2009	Gable	SS	CemntBd	CmentBd	Stone	162.0	Ex	TA	PC	Ex	TA	Mn	GLQ	1121	Unf	0	645	1766	GasA	Ex	Y	SBrkr	1766	0	0	1766	1	0	2	1	2	1	Ex	7	TF	1	Attchd	2009.0	Fin	3	515.836181	TA	TA	Y	134.080786	69.713349	46.740240	0	0	0	0	10	2009	New	Partial	370878
645	646	20	RLD	NaN	10530	Paved	IR1	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	6	5	1971	1971	Hip	SS	Plywood	Plywood	None	0.0	TA	TA	CB	TA	TA	No	ALQ	282	LwQ	35	664	981	GasA	TA	Y	SBrkr	981	0	0	981	1	0	1	1	3	1	TA	5	TF	0	Detchd	1979.0	Unf	2	740.105085	TA	TA	Y	115.959183	-9.742409	-12.191359	0	0	0	0	3	2007	WD	Normal	143250
646	647	20	RLD	60.0	7200	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1950	1950	Hip	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	NaN	NaN	NaN	NaN	0	NaN	0	0	0	GasA	Gd	Y	SBrkr	1048	0	0	1048	0	0	1	0	3	1	TA	7	MD1	0	Detchd	1950.0	Unf	2	966.785484	TA	TA	Y	142.816240	129.994312	22.376427	0	0	0	0	7	2008	WD	Normal	98300
647	648	20	RLD	85.0	10452	Paved	IR1	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	6	5	1953	1953	Hip	SS	Wd Sdng	Wd Sdng	Stone	216.0	TA	TA	CB	TA	TA	Mn	Rec	500	Unf	0	594	1094	GasA	Ex	Y	SBrkr	1094	0	0	1094	0	0	1	0	3	1	TA	5	TF	2	Attchd	1953.0	RFn	2	600.118898	TA	TA	Y	-338.112031	112.337055	102.683357	0	287	0	0	6	2008	WD	Normal	155000
648	649	60	RLD	70.0	7700	Paved	Reg	Lvl	AllPub	I	GS	NAmes	PosN	Norm	1Fam	2Story	6	5	1966	1966	Gable	SS	MetalSd	MetalSd	BrkFace	351.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	756	756	GasA	TA	Y	SBrkr	1051	788	0	1839	0	0	1	1	4	1	TA	7	TF	1	Attchd	1966.0	Unf	2	280.883971	TA	TA	Y	190.016888	39.916045	94.191393	0	0	0	0	6	2010	WD	Normal	155000
649	650	180	RMD	21.0	1936	Paved	Reg	Lvl	AllPub	I	GS	MeadowV	Norm	Norm	Twnhs	SFoyer	4	6	1970	1970	Gable	SS	CemntBd	CmentBd	None	0.0	TA	TA	CB	Gd	TA	Av	BLQ	131	GLQ	499	0	630	GasA	Gd	Y	SBrkr	630	0	0	630	1	0	1	0	1	1	TA	3	TF	0	NaN	NaN	NaN	0	629.517905	NaN	NaN	Y	-155.914220	-47.597237	-164.807386	0	0	0	0	12	2007	WD	Normal	84500
650	651	60	FVR	65.0	8125	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	2Story	7	6	2007	2007	Gable	SS	CemntBd	CmentBd	NaN	NaN	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	813	813	GasA	Ex	Y	SBrkr	822	843	0	1665	0	0	2	1	3	1	Gd	7	TF	0	Attchd	2007.0	RFn	2	466.174810	TA	TA	Y	164.821666	53.943120	-54.295552	0	0	0	0	5	2008	WD	Normal	205950
651	652	70	RLD	60.0	9084	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Artery	Norm	1Fam	2Story	4	5	1940	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	Mn	Unf	0	Unf	0	755	755	GasA	TA	Y	SBrkr	755	755	0	1510	1	0	1	0	4	1	TA	7	TF	1	Detchd	1940.0	Unf	1	749.349833	Fa	Po	P	238.967635	59.070847	41.984401	0	0	0	0	10	2009	WD	Normal	108000
652	653	60	RLD	70.0	8750	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	1996	1996	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	880	880	GasA	Ex	Y	SBrkr	909	807	0	1716	0	0	2	1	2	1	Gd	7	TF	1	Attchd	1996.0	RFn	2	137.923239	TA	TA	Y	152.204192	94.954815	20.176320	0	0	0	0	7	2009	WD	Normal	191000
653	654	50	RMD	60.0	10320	Paved	Reg	Lvl	AllPub	I	GS	IDOTRR	Norm	Norm	1Fam	1.5Fin	6	7	1906	1995	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	756	756	GasA	Ex	Y	SBrkr	756	713	0	1469	0	0	1	0	3	1	TA	7	TF	0	Detchd	1906.0	Unf	1	394.692637	TA	TA	Y	75.400301	-66.801765	11.970121	0	0	0	0	6	2008	WD	Normal	135000
654	655	20	RLD	91.0	10437	Paved	IR1	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	1Story	8	6	1995	1995	Hip	SS	MetalSd	MetalSd	BrkFace	660.0	Gd	Gd	PC	Gd	TA	Gd	GLQ	1696	Unf	0	413	2109	GasA	Ex	Y	SBrkr	2113	0	0	2113	1	0	2	1	2	1	Gd	7	TF	1	Attchd	1995.0	Fin	3	200.823531	TA	TA	Y	-8.479173	111.227795	35.674330	0	0	0	0	8	2008	WD	Normal	350000
655	656	160	RMD	21.0	1680	Paved	Reg	Lvl	AllPub	I	GS	BrDale	Norm	Norm	Twnhs	2Story	6	5	1971	1971	Gable	SS	HdBoard	ImStucc	BrkFace	381.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	525	525	GasA	TA	Y	SBrkr	525	567	0	1092	0	0	1	1	3	1	TA	6	TF	0	Detchd	1971.0	Unf	1	625.139497	TA	TA	Y	-5.693329	152.500386	45.723054	0	0	0	0	3	2010	WD	Family	88000
656	657	20	RLD	72.0	10007	Paved	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1959	2006	Gable	SS	HdBoard	HdBoard	BrkFace	54.0	Gd	TA	CB	TA	TA	No	ALQ	806	Unf	0	247	1053	GasA	Ex	Y	SBrkr	1053	0	0	1053	1	0	1	1	3	1	Gd	5	TF	0	Attchd	1959.0	RFn	1	250.549488	TA	TA	Y	-62.215812	136.081867	-78.321555	0	0	0	0	8	2008	WD	Normal	145500
657	658	70	RLD	60.0	7200	Paved	Reg	HLS	AllPub	I	MS	Crawfor	Norm	Norm	1Fam	2Story	7	6	1931	2000	Gable	SS	Stucco	Wd Shng	None	0.0	TA	Fa	BT	Gd	TA	No	Unf	0	Unf	0	776	776	GasA	TA	Y	SBrkr	851	651	0	1502	0	0	1	1	3	1	TA	6	TF	1	Attchd	1931.0	RFn	1	388.998621	TA	TA	P	166.132569	-56.529899	2.938199	0	0	0	0	2	2008	WD	Normal	149000
658	659	50	RLD	78.0	17503	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Artery	Norm	1Fam	1.5Fin	6	5	1948	1950	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	912	912	GasA	TA	Y	SBrkr	912	546	0	1458	0	1	1	0	3	1	TA	6	TF	1	Attchd	1948.0	Unf	1	563.235735	TA	TA	Y	-65.035759	63.555223	19.711600	0	0	0	0	1	2010	WD	Abnorml	97500
659	660	20	RLD	75.0	9937	Paved	Reg	Lvl	AllPub	C	GS	Edwards	Norm	Norm	1Fam	1Story	5	7	1964	1999	Hip	SS	MetalSd	MetalSd	None	0.0	TA	Gd	PC	TA	TA	No	BLQ	637	Unf	0	849	1486	GasA	Ex	Y	SBrkr	1486	0	0	1486	1	0	1	0	3	1	TA	7	TF	0	Detchd	1968.0	Fin	2	413.889642	TA	TA	Y	0.757642	2.006937	-32.527257	0	0	0	0	3	2009	WD	Normal	167000
660	661	60	RLD	NaN	12384	Paved	Reg	Lvl	AllPub	CulDSac	GS	NWAmes	Norm	Norm	1Fam	2Story	7	7	1976	1976	Gable	SS	Plywood	Plywood	BrkFace	233.0	TA	TA	CB	Gd	TA	No	Unf	0	Unf	0	793	793	GasA	TA	Y	SBrkr	1142	793	0	1935	0	0	2	1	3	1	TA	7	TF	1	Attchd	1976.0	RFn	2	473.368480	TA	TA	Y	32.211504	169.506078	-38.892518	0	0	0	0	11	2007	WD	Normal	197900
661	662	60	RLD	52.0	46589	Paved	IR2	Lvl	AllPub	CulDSac	GS	NoRidge	Norm	Norm	1Fam	2Story	8	7	1994	2005	Hip	SS	VinylSd	VinylSd	BrkFace	528.0	Gd	TA	PC	Gd	Gd	No	GLQ	1361	Rec	180	88	1629	GasA	Ex	Y	SBrkr	1686	762	0	2448	1	0	2	1	4	1	Gd	8	TF	1	Attchd	1994.0	RFn	3	740.752125	TA	TA	Y	31.292592	23.774532	-98.522318	0	0	0	0	7	2009	WD	Normal	402000
662	663	20	RLD	120.0	13560	Paved	Reg	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	6	3	1968	1968	Hip	SS	Wd Sdng	Wd Sdng	BrkFace	216.0	TA	TA	CB	Fa	Fa	No	Unf	0	Unf	0	1392	1392	GasA	Gd	Y	SBrkr	1392	0	0	1392	1	0	1	0	2	1	TA	5	MajD2	2	Attchd	1968.0	RFn	2	298.907608	TA	TA	Y	199.123932	6.027089	29.947927	0	0	0	0	7	2009	WD	Normal	110000
663	664	85	RLD	90.0	10012	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	SFoyer	4	5	1972	1972	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	Gd	TA	Av	BLQ	920	Rec	180	38	1138	GasA	TA	Y	SBrkr	1181	0	0	1181	1	0	2	0	3	1	TA	6	TF	0	Detchd	1974.0	RFn	2	483.104709	TA	TA	Y	20.297092	114.433002	34.866815	0	0	0	0	4	2008	WD	Normal	137500
664	665	20	RLD	49.0	20896	Paved	IR2	Lvl	AllPub	CulDSac	GS	Somerst	RRAn	Norm	1Fam	1Story	8	5	2005	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Ex	TA	Mn	GLQ	1721	Unf	0	356	2077	GasA	Ex	Y	SBrkr	2097	0	0	2097	1	0	1	1	1	1	Ex	8	TF	1	Attchd	2005.0	Fin	3	432.518832	TA	TA	Y	146.424214	53.611520	54.814327	0	0	0	0	1	2006	New	Partial	423000
665	666	60	RLD	106.0	11194	Paved	IR1	Lvl	AllPub	C	GS	Gilbert	Norm	Norm	1Fam	2Story	8	5	2000	2000	Gable	SS	VinylSd	VinylSd	BrkFace	40.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	1406	1406	GasA	Ex	Y	SBrkr	1454	482	0	1936	0	0	2	1	3	1	Gd	7	TF	1	Attchd	2000.0	RFn	2	199.967599	TA	TA	Y	127.252672	38.510043	12.012463	0	0	0	0	11	2006	WD	Normal	230500
666	667	60	RLD	NaN	18450	Paved	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	2Story	6	5	1965	1979	Flat	TG	Plywood	Plywood	BrkCmn	113.0	TA	Gd	CB	Gd	TA	No	LwQ	187	Rec	723	111	1021	GasA	TA	Y	SBrkr	1465	915	0	2380	0	0	2	1	3	1	TA	7	SD	1	CarPort	1965.0	Unf	2	157.833959	TA	TA	Y	-52.785951	74.363054	28.719571	0	0	0	0	8	2007	WD	Abnorml	129000
667	668	20	RLD	65.0	8125	Paved	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	1Story	6	5	1994	1998	Gable	SS	HdBoard	HdBoard	BrkFace	258.0	TA	TA	PC	Gd	TA	No	GLQ	1138	Unf	0	270	1408	GasA	Ex	Y	SBrkr	1679	0	0	1679	1	0	2	0	3	1	Gd	7	TF	1	Attchd	1994.0	RFn	2	420.661139	TA	TA	Y	197.726318	-38.797500	95.158934	0	0	0	0	10	2008	WD	Normal	193500
668	669	20	RLD	NaN	14175	Paved	Reg	Bnk	AllPub	C	MS	Sawyer	Norm	Norm	1Fam	1Story	5	6	1956	1987	Gable	SS	CemntBd	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	Rec	988	Unf	0	200	1188	GasA	Gd	Y	SBrkr	1437	0	0	1437	1	0	1	1	3	1	TA	6	MD2	1	Detchd	1999.0	Unf	2	143.104404	TA	TA	Y	221.492211	36.478748	130.550835	0	0	0	0	11	2006	WD	Normal	168000
669	670	30	RLD	80.0	11600	Paved	Reg	Lvl	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	1Story	4	5	1922	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	Fa	TA	No	Unf	0	Unf	0	700	700	GasA	Ex	Y	SBrkr	1180	0	0	1180	0	0	1	0	2	1	Fa	5	TF	1	Detchd	1922.0	Unf	1	225.206792	TA	Fa	Y	-19.724033	3.353849	64.171569	0	0	0	0	7	2006	WD	Normal	137500
670	671	60	RLD	64.0	8633	Paved	Reg	Lvl	AllPub	FR2P	GS	CollgCr	Norm	Norm	1Fam	2Story	6	5	2005	2005	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	193	Unf	0	545	738	GasA	Ex	Y	SBrkr	738	738	0	1476	1	0	2	1	3	1	Gd	7	TF	0	Attchd	2005.0	Fin	2	168.833781	TA	TA	Y	27.471169	22.372696	-18.830063	0	0	0	0	2	2009	WD	Normal	173500
671	672	70	RHD	54.0	6629	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Artery	Norm	1Fam	2Story	6	6	1925	1950	Gambrel	SS	Wd Sdng	Wd Sdng	None	0.0	TA	Gd	BT	TA	TA	No	BLQ	551	Unf	0	121	672	GasA	TA	N	SBrkr	697	672	0	1369	1	0	2	0	3	1	TA	6	TF	0	Detchd	1930.0	Unf	1	-82.202044	TA	TA	Y	-10.167497	32.961014	23.857320	0	0	0	0	7	2009	WD	Normal	103600
672	673	20	RLD	NaN	11250	Paved	IR1	Lvl	AllPub	I	GS	Veenker	Norm	Norm	1Fam	1Story	6	6	1977	1977	Gable	SS	Plywood	Plywood	None	0.0	Gd	TA	CB	Gd	TA	No	ALQ	767	Unf	0	441	1208	GasA	TA	Y	SBrkr	1208	0	0	1208	1	0	1	1	3	1	TA	6	TF	1	Attchd	1977.0	RFn	2	646.358374	TA	TA	Y	218.169836	76.741278	31.559127	0	0	0	0	6	2006	WD	Normal	165000
673	674	20	RLD	110.0	14442	Paved	Reg	Lvl	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	1Story	6	7	1957	2004	Hip	SS	CemntBd	CmentBd	BrkFace	106.0	TA	TA	PC	TA	TA	No	GLQ	1186	Unf	0	291	1477	GasA	Ex	Y	SBrkr	1839	0	0	1839	1	0	2	0	3	1	Gd	7	TF	2	Attchd	1957.0	Fin	2	526.093977	TA	TA	Y	89.267512	-1.011131	-51.877967	0	200	0	0	6	2007	WD	Normal	257500
674	675	20	RLD	80.0	9200	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	6	1965	1965	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	Rec	892	Unf	0	244	1136	GasA	TA	Y	SBrkr	1136	0	0	1136	1	0	1	0	3	1	TA	5	TF	1	Attchd	1965.0	RFn	1	788.665463	TA	TA	Y	233.969887	163.656049	-30.053827	0	0	0	0	7	2008	WD	Normal	140000
675	676	160	RLD	24.0	2289	Paved	Reg	Lvl	AllPub	I	GS	NPkVill	Norm	Norm	Twnhs	2Story	6	6	1978	1978	Gable	SS	Plywood	Brk Cmn	None	0.0	TA	TA	CB	TA	TA	No	ALQ	311	Unf	0	544	855	GasA	TA	Y	SBrkr	855	586	0	1441	0	0	2	1	3	1	TA	7	TF	1	Attchd	1978.0	Unf	2	508.789872	TA	TA	Y	234.656880	84.155394	-24.902729	0	0	0	0	4	2009	WD	Normal	148500
676	677	70	RMD	60.0	9600	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	2Story	4	2	1900	1950	Gable	SS	AsbShng	Stucco	None	0.0	TA	TA	BT	TA	Fa	No	Unf	0	Unf	0	1095	1095	GasW	Fa	N	SBrkr	1095	679	0	1774	1	0	2	0	4	2	TA	8	MD2	0	2Types	1920.0	Unf	3	614.661819	Fa	Fa	N	180.568622	59.515907	54.758050	0	0	0	0	5	2006	WD	Normal	87000
677	678	30	RLD	52.0	9022	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1Story	5	8	1924	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	BT	TA	TA	No	Unf	0	Unf	0	768	768	GasA	Ex	Y	SBrkr	792	0	0	792	0	0	1	0	2	1	Gd	5	TF	0	Detchd	1924.0	Unf	1	444.608218	Fa	Fa	N	-37.317007	41.535942	71.483410	0	0	0	0	5	2009	WD	Normal	109500
678	679	20	RLD	80.0	11844	Paved	IR1	Lvl	AllPub	I	GS	StoneBr	Norm	Norm	1Fam	1Story	8	5	2008	2008	Hip	SS	VinylSd	VinylSd	Stone	464.0	Gd	TA	PC	Ex	TA	Mn	Unf	0	Unf	0	2046	2046	GasA	Ex	Y	SBrkr	2046	0	0	2046	0	0	2	1	3	1	Gd	7	TF	1	Attchd	2008.0	Fin	3	537.867389	TA	TA	Y	416.011415	-74.188549	5.171731	0	0	0	0	7	2009	New	Partial	372500
679	680	20	RLD	NaN	9945	Paved	IR1	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	5	1961	1961	Hip	SS	Wd Sdng	Wd Sdng	BrkFace	57.0	TA	TA	CB	TA	TA	No	Rec	827	Unf	0	161	988	GasA	TA	Y	SBrkr	988	0	0	988	1	0	1	0	3	1	TA	5	TF	0	Detchd	1963.0	Unf	2	666.545193	TA	TA	Y	-97.392355	56.540661	6.477740	0	0	0	0	10	2007	WD	Normal	128500
680	681	120	RLD	50.0	8012	Paved	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	TwnhsE	1Story	6	5	1980	1980	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	Gd	TA	No	BLQ	543	BLQ	119	261	923	GasA	TA	Y	SBrkr	923	0	0	923	0	0	2	0	2	1	TA	5	TF	1	Attchd	1980.0	RFn	1	674.423609	TA	TA	Y	213.653384	163.100666	61.526209	0	0	0	0	5	2010	WD	Normal	143000
681	682	50	RHD	55.0	4500	Paved	IR2	Bnk	AllPub	I	GS	SWISU	Norm	Norm	1Fam	1.5Fin	5	5	1932	2000	Gable	SS	VinylSd	Stucco	None	0.0	TA	TA	BT	TA	TA	No	Rec	182	Unf	0	611	793	GasA	Ex	Y	SBrkr	848	672	0	1520	0	0	1	0	3	1	TA	6	TF	0	Detchd	1968.0	Unf	1	714.202998	TA	TA	Y	239.095794	58.865241	17.578066	0	0	0	0	7	2009	WD	Abnorml	159434
682	683	120	RLD	NaN	2887	Paved	Reg	HLS	AllPub	I	GS	ClearCr	Norm	Norm	1Fam	1Story	6	5	1996	1997	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	PC	Gd	TA	Mn	GLQ	1003	Unf	0	288	1291	GasA	Ex	Y	SBrkr	1291	0	0	1291	1	0	1	0	2	1	Gd	6	TF	1	Attchd	1996.0	Unf	2	788.371841	TA	TA	Y	309.683878	80.864410	-0.956125	0	0	0	0	11	2008	WD	Normal	173000
683	684	20	RLD	90.0	11248	Paved	IR1	Lvl	AllPub	C	GS	CollgCr	Norm	Norm	1Fam	1Story	9	5	2002	2002	Hip	SS	VinylSd	VinylSd	Stone	215.0	Gd	TA	PC	Gd	TA	Av	GLQ	1059	Unf	0	567	1626	GasA	Ex	Y	SBrkr	1668	0	0	1668	1	0	2	0	3	1	Gd	7	TF	1	Attchd	2002.0	Fin	3	605.354686	TA	TA	Y	-18.453958	-57.820516	-10.158602	0	0	0	0	7	2007	WD	Normal	285000
684	685	60	RLD	58.0	16770	Paved	IR2	Lvl	AllPub	CulDSac	GS	NoRidge	Norm	Norm	1Fam	2Story	7	5	1998	1998	Gable	SS	VinylSd	VinylSd	BrkFace	30.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	1195	1195	GasA	Gd	Y	SBrkr	1195	644	0	1839	0	0	2	1	4	1	TA	7	TF	0	Attchd	1998.0	Fin	2	688.380874	TA	TA	Y	-48.277647	139.708594	-76.030377	0	0	0	0	6	2010	WD	Normal	221000
685	686	160	RLD	NaN	5062	Paved	IR1	Lvl	AllPub	CulDSac	GS	StoneBr	Norm	Norm	TwnhsE	2Story	7	5	1984	1984	Gable	SS	HdBoard	HdBoard	None	0.0	Gd	TA	CB	Gd	TA	Mn	GLQ	828	LwQ	182	180	1190	GasA	Gd	Y	SBrkr	1190	900	0	2090	1	0	2	0	3	1	Gd	6	MD1	1	Attchd	1984.0	Fin	2	259.237387	TA	TA	Y	-38.777036	55.769869	0.997367	0	0	0	0	9	2007	WD	Normal	207500
686	687	60	FVR	84.0	10207	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	2Story	7	6	2007	2007	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	874	874	GasA	Ex	Y	SBrkr	874	887	0	1761	0	0	3	0	3	1	Gd	7	TF	0	Attchd	2007.0	Fin	2	697.448426	TA	TA	Y	228.479429	21.342527	78.296726	0	0	0	0	8	2007	New	Partial	227875
687	688	160	FVR	NaN	5105	Paved	IR2	Lvl	AllPub	FR2P	GS	Somerst	Norm	Norm	TwnhsE	2Story	7	5	2004	2004	Gable	SS	MetalSd	MetalSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	239	Unf	0	312	551	GasA	Ex	Y	SBrkr	551	551	0	1102	0	0	2	1	2	1	Gd	4	TF	0	Detchd	2004.0	Unf	2	619.876405	TA	TA	Y	-17.905916	2.540626	62.292179	0	0	0	0	3	2007	WD	Normal	148800
688	689	20	RLD	60.0	8089	Paved	Reg	HLS	AllPub	I	GS	StoneBr	Norm	Norm	1Fam	1Story	8	6	2007	2007	Gable	SS	MetalSd	MetalSd	BrkFace	0.0	Gd	TA	PC	Gd	TA	Av	GLQ	945	Unf	0	474	1419	GasA	Ex	Y	SBrkr	1419	0	0	1419	1	0	2	0	2	1	Gd	7	TF	1	Attchd	2007.0	RFn	2	499.294959	TA	TA	Y	376.087880	60.245746	-72.688221	0	0	0	0	10	2007	New	Partial	392000
689	690	120	RLD	61.0	7577	Paved	IR1	Lvl	AllPub	C	GS	NridgHt	Norm	Norm	TwnhsE	1Story	6	5	2005	2006	Gable	SS	VinylSd	VinylSd	Stone	256.0	Gd	TA	PC	Gd	TA	Av	ALQ	20	Unf	0	1342	1362	GasA	Ex	Y	SBrkr	1362	0	0	1362	0	0	2	0	2	1	Gd	6	TF	1	Attchd	2005.0	RFn	2	270.606875	TA	TA	Y	572.298709	29.408647	-52.571338	0	0	0	0	6	2007	WD	Normal	194700
690	691	120	RMD	NaN	4426	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	TwnhsE	1Story	6	5	2004	2004	Gable	SS	VinylSd	VinylSd	BrkFace	147.0	Gd	TA	PC	Gd	TA	Gd	GLQ	697	Unf	0	151	848	GasA	Ex	Y	SBrkr	848	0	0	848	1	0	1	0	1	1	Gd	3	TF	1	Attchd	2004.0	RFn	2	577.217443	TA	TA	Y	103.338077	-94.335709	130.678269	0	0	0	0	5	2008	WD	Normal	141000
691	692	60	RLD	104.0	21535	Paved	IR1	Lvl	AllPub	C	GS	NoRidge	Norm	Norm	1Fam	2Story	10	6	1994	1995	Gable	WSh	HdBoard	HdBoard	BrkFace	1170.0	Ex	TA	PC	Ex	TA	Gd	GLQ	1455	Unf	0	989	2444	GasA	Ex	Y	SBrkr	2444	1872	0	4316	0	1	3	1	4	1	Ex	10	TF	2	Attchd	1994.0	Fin	3	535.621090	TA	TA	Y	165.269614	142.772453	-22.817693	0	0	0	0	1	2007	WD	Normal	755000
692	693	60	RLD	42.0	26178	Paved	IR1	Lvl	AllPub	I	MS	Timber	Norm	Norm	1Fam	2Story	7	5	1989	1990	Hip	SS	MetalSd	MetalSd	BrkFace	293.0	Gd	TA	PC	Gd	TA	Gd	GLQ	965	Unf	0	245	1210	GasA	Ex	Y	SBrkr	1238	1281	0	2519	1	0	2	1	4	1	Gd	9	TF	2	Attchd	1989.0	RFn	2	402.064169	TA	TA	Y	193.385912	-19.653422	-32.587108	0	0	0	0	4	2006	WD	Normal	335000
693	694	30	RLD	60.0	5400	Paved	Reg	Lvl	AllPub	C	SS	OldTown	Norm	Norm	1Fam	1Story	5	6	1921	1968	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	1073	1073	GasA	Ex	Y	SBrkr	1073	0	0	1073	0	0	1	0	2	1	TA	4	TF	0	Detchd	1968.0	Unf	1	544.030592	TA	TA	Y	151.635202	-82.410432	23.441307	0	0	0	0	12	2006	WD	Abnorml	108480
694	695	50	RMD	51.0	6120	Paved	Reg	Lvl	AllPub	C	GS	BrkSide	Norm	Norm	1Fam	1.5Fin	5	6	1936	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	Fa	BT	TA	TA	No	Unf	0	Unf	0	927	927	GasA	TA	Y	SBrkr	1067	472	0	1539	0	0	1	1	3	1	TA	5	TF	0	Detchd	1995.0	Unf	2	334.894361	TA	TA	Y	-5.066873	63.923640	11.235521	0	0	0	0	4	2009	WD	Normal	141500
695	696	20	RLD	54.0	13811	Paved	IR1	Lvl	AllPub	I	GS	Timber	Norm	Norm	1Fam	1Story	6	6	1987	1987	Gable	SS	HdBoard	HdBoard	BrkFace	72.0	TA	TA	CB	Gd	Gd	No	GLQ	980	LwQ	40	92	1112	GasA	Gd	Y	SBrkr	1137	0	0	1137	1	0	2	0	2	1	Gd	5	TF	1	Attchd	1987.0	Unf	2	419.745413	TA	TA	Y	212.214241	120.544939	53.477387	0	0	0	0	7	2006	WD	Normal	176000
696	697	30	RMD	50.0	6000	Paved	Reg	Lvl	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	1Story	5	7	1921	1950	Gable	SS	Wd Sdng	Wd Shng	None	0.0	TA	TA	CB	TA	TA	No	LwQ	616	Unf	0	0	616	GasA	Gd	Y	SBrkr	616	0	0	616	0	0	1	0	2	1	TA	4	TF	0	Detchd	1921.0	Unf	1	723.703527	TA	TA	Y	182.043696	119.882530	-2.423794	0	0	0	0	6	2006	WD	Normal	89000
697	698	20	RLD	57.0	6420	Paved	IR1	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	5	7	1952	1952	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	PC	Ex	Gd	Mn	LwQ	210	ALQ	551	219	980	GasA	Fa	Y	FuseA	1148	0	0	1148	0	1	1	0	2	1	TA	6	TF	0	Detchd	1952.0	Unf	1	505.842682	TA	TA	Y	-10.729506	-65.099705	-29.680942	0	0	0	0	9	2006	WD	Normal	123500
698	699	20	RLD	65.0	8450	Paved	Reg	Lvl	AllPub	I	GS	Sawyer	RRAe	Norm	1Fam	1Story	5	8	1965	2009	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	CB	TA	TA	No	GLQ	553	BLQ	117	224	894	GasA	Ex	Y	SBrkr	894	0	0	894	1	0	1	0	3	1	TA	5	TF	1	Detchd	1973.0	Unf	1	410.203193	TA	TA	Y	232.166802	49.722743	8.180496	0	0	0	0	4	2010	WD	Normal	138500
699	700	120	FVR	59.0	4282	Paved	IR2	Lvl	AllPub	I	GS	Somerst	Norm	Norm	TwnhsE	1Story	7	5	2004	2004	Gable	SS	MetalSd	MetalSd	None	0.0	Gd	TA	PC	Gd	TA	Mn	GLQ	16	Unf	0	1375	1391	GasA	Ex	Y	SBrkr	1391	0	0	1391	0	0	2	0	2	1	Gd	5	TF	0	Attchd	2004.0	RFn	2	402.965757	TA	TA	Y	-2.561143	117.304728	108.754816	0	0	0	0	7	2008	WD	Normal	196000
700	701	20	RLD	85.0	14331	Paved	Reg	Lvl	AllPub	I	GS	Timber	Norm	Norm	1Fam	1Story	8	5	2002	2002	Hip	SS	VinylSd	VinylSd	BrkFace	630.0	Gd	TA	PC	Ex	TA	Gd	GLQ	1274	Unf	0	526	1800	GasA	Ex	Y	SBrkr	1800	0	0	1800	1	0	2	0	3	1	Gd	7	TF	1	Attchd	2002.0	Fin	3	678.727264	TA	TA	Y	147.049048	91.268913	81.299945	0	0	0	0	5	2006	WD	Normal	312500
701	702	20	RLD	80.0	9600	Paved	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	1Story	7	5	1969	1969	Hip	SS	HdBoard	HdBoard	BrkFace	168.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	1164	1164	GasA	TA	Y	SBrkr	1164	0	0	1164	0	0	1	1	3	1	TA	6	TF	0	Attchd	1969.0	Unf	2	847.441413	TA	TA	Y	189.947890	155.762244	55.262636	0	0	0	0	7	2006	COD	Normal	140000
702	703	60	RLD	82.0	12438	Paved	IR1	Lvl	AllPub	I	GS	StoneBr	Norm	Norm	1Fam	2Story	8	5	2006	2006	Hip	SS	VinylSd	VinylSd	BrkFace	466.0	Ex	TA	PC	Ex	Gd	No	Unf	0	Unf	0	1234	1234	GasA	Ex	Y	SBrkr	1264	1312	0	2576	0	0	2	1	4	1	Ex	10	TF	1	BuiltIn	2006.0	Fin	3	674.232338	TA	TA	Y	153.363599	82.865696	8.206419	0	0	0	0	7	2006	New	Partial	361919
703	704	190	RMD	76.0	7630	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Feedr	Norm	2fmCon	2Story	5	9	1900	1996	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	Gd	BT	Gd	TA	No	Unf	0	Unf	0	360	360	GasA	Gd	Y	SBrkr	1032	780	0	1812	0	0	2	0	4	2	Gd	8	TF	1	Detchd	1999.0	Unf	2	354.284968	TA	TA	N	27.373299	125.150497	13.304132	0	0	0	0	5	2010	WD	Normal	140000
704	705	20	RLD	70.0	8400	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2004	2005	Gable	SS	VinylSd	VinylSd	BrkFace	109.0	Gd	TA	PC	Gd	TA	Av	GLQ	712	Unf	0	761	1473	GasA	Ex	Y	SBrkr	1484	0	0	1484	1	0	2	0	3	1	Gd	7	TF	0	Attchd	2004.0	RFn	2	399.381297	TA	TA	Y	164.522127	48.611356	117.743973	144	0	0	0	5	2010	WD	Normal	213000
705	706	190	RMD	70.0	5600	Paved	Reg	Lvl	AllPub	I	GS	IDOTRR	Norm	Norm	2fmCon	2Story	4	5	1930	1950	Hip	SS	VinylSd	Wd Shng	None	0.0	Fa	Fa	SL	NaN	NaN	NaN	NaN	0	NaN	0	0	0	GasA	Fa	N	SBrkr	372	720	0	1092	0	0	2	0	3	2	Fa	7	MD	0	NaN	NaN	NaN	0	396.573722	NaN	NaN	N	-125.405719	14.066095	25.561378	0	0	0	3500	7	2010	WD	Normal	55000
706	707	20	RLD	NaN	115149	Paved	IR2	Low	AllPub	CulDSac	SS	ClearCr	Norm	Norm	1Fam	1Story	7	5	1971	2002	Gable	SS	Plywood	Plywood	Stone	351.0	TA	TA	CB	Gd	TA	Gd	GLQ	1219	Unf	0	424	1643	GasA	TA	Y	SBrkr	1824	0	0	1824	1	0	2	0	2	1	Gd	5	TF	2	Attchd	1971.0	Unf	2	595.161167	TA	TA	Y	-13.086195	-4.241910	94.504306	0	0	0	0	6	2007	WD	Normal	302000
707	708	120	RLD	48.0	6240	Paved	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	TwnhsE	1Story	8	5	2006	2006	Hip	SS	MetalSd	MetalSd	BrkFace	176.0	Gd	TA	PC	Gd	TA	No	GLQ	863	Unf	0	461	1324	GasA	Ex	Y	SBrkr	1324	0	0	1324	1	0	2	0	2	1	Gd	6	TF	1	Attchd	2006.0	Fin	2	523.878910	TA	TA	Y	30.584791	75.959453	-6.837301	0	0	0	0	12	2009	WD	Normal	254000
708	709	60	RLD	65.0	9018	Paved	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	7	5	2007	2007	Hip	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	Unf	0	Unf	0	728	728	GasA	Ex	Y	SBrkr	728	728	0	1456	0	0	2	1	3	1	Gd	8	TF	1	Attchd	2007.0	Fin	2	272.174627	TA	TA	Y	227.545376	121.278366	75.039482	0	0	0	0	7	2007	New	Partial	179540
709	710	20	RLD	NaN	7162	Paved	IR1	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	7	1966	1966	Gable	SS	HdBoard	HdBoard	BrkCmn	41.0	TA	TA	PC	TA	TA	No	Unf	0	Unf	0	876	876	GasA	TA	Y	SBrkr	904	0	0	904	0	0	1	0	3	1	TA	6	TF	0	Attchd	1966.0	Unf	1	449.403442	TA	TA	Y	38.010288	31.272730	65.231791	0	0	0	0	12	2008	WD	Abnorml	109900
710	711	30	RLD	56.0	4130	Paved	IR1	Lvl	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	1Story	3	6	1935	2003	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	CB	TA	TA	No	Unf	0	Unf	0	270	270	GasA	Gd	Y	SBrkr	729	0	0	729	0	0	1	0	2	1	TA	5	MajD2	0	NaN	NaN	NaN	0	917.215521	NaN	NaN	N	89.753768	-61.888593	-33.331557	0	0	0	0	7	2008	WD	Normal	52000
711	712	50	Commer	66.0	8712	Paved	Reg	HLS	AllPub	I	MS	IDOTRR	Norm	Norm	1Fam	1.5Fin	4	7	1900	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	S	TA	TA	Mn	Unf	0	Unf	0	859	859	GasA	Gd	Y	SBrkr	859	319	0	1178	0	0	1	0	2	1	TA	7	TF	0	Detchd	1964.0	RFn	1	492.478340	TA	TA	N	150.974312	129.927508	43.545835	0	0	0	0	1	2010	WD	Abnorml	102776
712	713	120	RLD	40.0	4671	Paved	IR1	HLS	AllPub	I	GS	StoneBr	Norm	Norm	TwnhsE	1Story	8	5	1988	1989	Gable	SS	HdBoard	HdBoard	None	0.0	Gd	TA	PC	Gd	TA	Mn	GLQ	767	Unf	0	461	1228	GasA	Gd	Y	SBrkr	1228	0	0	1228	1	0	2	0	2	1	Gd	5	TF	1	Attchd	1988.0	Fin	2	567.443088	TA	TA	Y	-185.312862	-55.332110	66.339633	0	0	0	0	10	2008	WD	Normal	189000
713	714	190	RLD	60.0	9873	Paved	Reg	Lvl	AllPub	I	GS	BrkSide	RRAn	Norm	2fmCon	1Story	4	5	1970	1970	Gable	SS	HdBoard	HdBoard	BrkFace	160.0	TA	TA	CB	TA	TA	Av	ALQ	789	Unf	0	171	960	GasW	TA	N	SBrkr	960	0	0	960	1	0	1	0	3	1	TA	6	TF	0	Detchd	1970.0	Unf	2	687.158633	TA	TA	Y	373.828673	-63.881995	73.457985	0	0	0	0	5	2006	WD	Normal	129000
714	715	60	RLD	NaN	13517	Paved	IR1	Lvl	AllPub	CulDSac	GS	Sawyer	RRAe	Norm	1Fam	2Story	6	8	1976	2005	Gable	SS	HdBoard	Plywood	BrkFace	289.0	Gd	TA	CB	TA	TA	No	GLQ	533	Unf	0	192	725	GasA	Ex	Y	SBrkr	725	754	0	1479	0	0	2	1	3	1	Gd	6	TF	0	Attchd	1976.0	RFn	2	555.905077	TA	TA	Y	57.155961	-38.620976	-48.321842	0	0	0	0	3	2010	WD	Normal	130500
715	716	20	RLD	78.0	10140	Paved	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	1Story	6	5	1974	1974	Hip	SS	HdBoard	HdBoard	BrkFace	174.0	TA	TA	CB	Gd	TA	No	Unf	0	Unf	0	1064	1064	GasA	TA	Y	SBrkr	1350	0	0	1350	0	0	2	0	3	1	TA	7	TF	1	Attchd	1974.0	RFn	2	444.882907	TA	TA	Y	-115.113412	44.207991	17.965079	0	0	0	0	8	2009	WD	Normal	165000
716	717	70	RMD	60.0	10800	Paved	Reg	Bnk	AllPub	I	GS	OldTown	Norm	Norm	1Fam	2Story	7	8	1890	1998	Gable	SS	Wd Sdng	VinylSd	None	0.0	TA	Gd	BT	TA	TA	No	Unf	0	Unf	0	718	718	GasA	Ex	Y	SBrkr	1576	978	0	2554	0	0	1	1	3	1	TA	8	TF	0	Detchd	1996.0	Unf	2	458.470265	TA	TA	P	305.394566	37.616414	82.218349	0	0	0	0	7	2007	WD	Normal	159500
717	718	20	RLD	80.0	10000	Paved	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	1Story	5	6	1973	2000	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	Gd	TA	No	BLQ	1084	Unf	0	92	1176	GasA	Gd	Y	SBrkr	1178	0	0	1178	0	1	1	1	3	1	Gd	5	TF	1	Attchd	1973.0	Unf	2	710.594166	TA	TA	Y	74.096447	35.592063	-38.179183	0	0	0	0	11	2008	WD	Normal	157000
718	719	60	RLD	96.0	10542	Paved	Reg	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	2Story	7	5	1993	1994	Hip	SS	Wd Sdng	ImStucc	BrkFace	651.0	Gd	TA	PC	Gd	TA	Gd	GLQ	1173	Unf	0	138	1311	GasA	Ex	Y	SBrkr	1325	1093	0	2418	1	0	2	1	3	1	Gd	9	TF	1	Attchd	1993.0	RFn	3	281.054148	TA	TA	Y	19.493873	113.783332	10.019167	0	0	0	0	8	2008	WD	Normal	341000
719	720	20	RLD	69.0	9920	Paved	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	5	6	1969	1969	Gable	SS	HdBoard	Plywood	None	0.0	TA	TA	CB	Gd	TA	Gd	ALQ	523	Unf	0	448	971	GasA	TA	Y	SBrkr	971	0	0	971	0	0	1	1	3	1	TA	5	TF	1	Attchd	1969.0	Unf	1	779.113816	TA	TA	Y	-107.263504	5.092679	76.463492	0	0	0	0	5	2006	WD	Normal	128500
720	721	120	RLD	NaN	6563	Paved	IR1	Low	AllPub	CulDSac	MS	StoneBr	Norm	Norm	1Fam	1Story	8	5	1985	1985	Gable	SS	HdBoard	HdBoard	None	0.0	Gd	TA	PC	Gd	TA	Gd	GLQ	1148	Unf	0	594	1742	GasA	TA	Y	SBrkr	1742	0	0	1742	1	0	2	0	2	1	Gd	5	TF	1	Attchd	1985.0	RFn	2	345.472547	TA	TA	Y	135.837438	41.162465	85.943114	0	0	0	0	12	2006	WD	Normal	275000
721	722	120	RMD	NaN	4426	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	TwnhsE	1Story	6	5	2004	2004	Gable	SS	VinylSd	VinylSd	BrkFace	169.0	Gd	TA	PC	Gd	TA	Av	GLQ	662	Unf	0	186	848	GasA	Ex	Y	SBrkr	848	0	0	848	1	0	1	0	1	1	Gd	3	TF	0	Attchd	2004.0	RFn	2	109.104124	TA	TA	Y	220.520345	3.610241	79.808836	0	0	0	0	5	2010	WD	Normal	143000
722	723	20	RLD	70.0	8120	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	4	7	1970	1970	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	CB	TA	TA	No	ALQ	191	Unf	0	673	864	GasA	Ex	Y	SBrkr	864	0	0	864	0	0	1	0	3	1	TA	5	TF	0	Detchd	1994.0	Unf	2	404.685778	TA	TA	Y	-137.645985	-20.884397	11.231171	0	0	0	0	7	2009	WD	Normal	124500
723	724	50	RLD	60.0	8172	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1.5Fin	4	6	1954	1972	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	PC	TA	TA	No	Unf	0	Unf	0	941	941	GasA	Ex	Y	SBrkr	997	473	0	1470	0	0	2	0	4	1	TA	7	TF	0	Detchd	1958.0	Unf	1	322.274270	TA	TA	Y	6.892413	-13.059915	20.836124	0	156	0	0	5	2008	WD	Normal	135000
724	725	20	RLD	86.0	13286	Paved	IR1	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	9	5	2007	2008	Hip	SS	CemntBd	CmentBd	Stone	340.0	Ex	TA	PC	Ex	TA	No	GLQ	1234	Unf	0	464	1698	GasA	Ex	Y	SBrkr	1698	0	0	1698	1	0	2	0	3	1	Ex	8	TF	1	Attchd	2007.0	Fin	3	473.682340	TA	TA	Y	23.109799	48.758192	-11.182180	0	0	0	0	2	2009	WD	Normal	320000
725	726	20	RLD	60.0	6960	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	4	6	1970	1970	Gable	SS	HdBoard	Plywood	None	0.0	TA	TA	CB	TA	TA	No	ALQ	375	BLQ	239	250	864	GasA	TA	Y	SBrkr	864	0	0	864	0	0	1	0	3	1	Gd	5	TF	0	Detchd	1989.0	Unf	2	300.757753	TA	TA	Y	-144.301402	-18.176497	-74.422681	0	0	0	500	11	2009	WD	Normal	120500
726	727	20	RLD	NaN	21695	Paved	IR1	Lvl	AllPub	C	GS	Crawfor	Norm	Norm	1Fam	1Story	6	9	1988	2007	Hip	SS	Wd Sdng	Plywood	BrkFace	260.0	Gd	Gd	CB	Gd	TA	No	GLQ	808	Unf	0	72	880	GasA	Ex	Y	SBrkr	1680	0	0	1680	1	0	2	0	3	1	Gd	5	TF	1	Attchd	1988.0	Fin	2	430.260100	TA	TA	Y	148.449658	66.566305	-30.827682	182	0	0	0	12	2009	WD	Normal	222000
727	728	20	RLD	64.0	7314	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2007	2007	Gable	SS	VinylSd	VinylSd	Stone	82.0	Gd	TA	PC	Gd	TA	Av	GLQ	724	Unf	0	508	1232	GasA	Ex	Y	SBrkr	1232	0	0	1232	1	0	2	0	2	1	Gd	6	TF	0	Attchd	2007.0	RFn	2	429.534274	TA	TA	Y	339.314480	-49.512174	0.106498	0	0	0	0	2	2009	WD	Normal	194500
728	729	90	RLD	85.0	11475	Paved	Reg	Lvl	AllPub	C	GS	NAmes	Norm	Norm	Duplex	1Story	5	5	1958	1958	Gable	SS	VinylSd	VinylSd	BrkFace	95.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	1584	1584	GasA	TA	Y	SBrkr	1776	0	0	1776	1	0	2	0	4	2	TA	9	TF	0	Detchd	1968.0	Unf	3	634.840730	TA	TA	Y	104.733566	-45.234419	63.503208	0	0	0	0	7	2009	COD	Abnorml	110000
729	730	30	RMD	52.0	6240	Paved	Reg	Lvl	AllPub	I	GS	IDOTRR	Norm	Norm	1Fam	1.5Fin	4	5	1925	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	BLQ	152	Unf	0	628	780	GasA	TA	Y	FuseA	848	0	360	1208	0	0	1	0	2	1	TA	5	TF	0	Detchd	1962.0	Unf	2	559.186844	TA	TA	Y	-5.597741	58.520477	190.990230	0	0	0	0	1	2009	WD	Normal	103000
730	731	120	RLD	39.0	5389	Paved	IR1	Lvl	AllPub	I	GS	StoneBr	Norm	Norm	TwnhsE	1Story	8	5	1995	1996	Gable	SS	CemntBd	CmentBd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	1180	Unf	0	415	1595	GasA	Ex	Y	SBrkr	1616	0	0	1616	1	0	2	0	2	1	Gd	5	TF	1	Attchd	1995.0	RFn	2	510.557326	TA	TA	Y	240.931670	-37.360185	-3.063039	0	0	0	0	3	2010	WD	Normal	236500
731	732	80	RLD	73.0	9590	Paved	IR1	Lvl	AllPub	C	GS	Timber	Norm	Norm	1Fam	SLvl	7	5	2003	2003	Gable	SS	VinylSd	VinylSd	BrkFace	442.0	Gd	TA	PC	Ex	TA	Av	GLQ	786	Unf	0	82	868	GasA	Ex	Y	SBrkr	1146	0	0	1146	1	0	2	0	3	1	Gd	6	TF	1	Attchd	2003.0	Fin	2	803.896588	TA	TA	Y	275.228126	56.584008	55.562497	0	0	0	0	5	2007	WD	Normal	187500
732	733	60	RLD	75.0	11404	Paved	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	1998	1999	Gable	SS	VinylSd	VinylSd	BrkFace	202.0	Gd	TA	PC	Gd	TA	Av	ALQ	252	Unf	0	901	1153	GasA	Ex	Y	SBrkr	1153	878	0	2031	0	0	2	1	3	1	Gd	8	TF	1	Attchd	1998.0	Fin	2	368.012902	TA	TA	Y	86.665997	119.993853	41.905518	0	0	0	0	7	2008	WD	Normal	222500
733	734	20	RLD	80.0	10000	Paved	Reg	Lvl	AllPub	C	GS	Sawyer	Feedr	Norm	1Fam	1Story	5	6	1961	1983	Hip	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	BLQ	594	Unf	0	270	864	GasA	Ex	Y	SBrkr	1144	0	0	1144	1	0	1	0	3	1	TA	6	TF	1	Attchd	1961.0	RFn	1	457.881859	TA	TA	Y	-22.028531	-57.124356	-14.725934	0	0	0	400	3	2009	WD	Normal	131400
734	735	20	RLD	NaN	8978	Paved	IR1	Lvl	AllPub	C	GS	Sawyer	Norm	Norm	1Fam	1Story	5	5	1968	1968	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	PC	TA	TA	No	Unf	0	Unf	0	948	948	GasA	TA	Y	SBrkr	948	0	0	948	0	0	1	0	3	1	TA	6	TF	0	Attchd	1968.0	Unf	1	371.638514	TA	TA	Y	59.809146	144.356205	3.959762	0	0	0	0	5	2007	WD	Family	108000
735	736	75	RMD	60.0	10800	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	2.5Unf	7	7	1914	1970	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	Gd	TA	Mn	Rec	390	Unf	0	490	880	GasW	Fa	N	SBrkr	880	888	0	1768	0	0	1	1	2	1	TA	6	TF	2	Detchd	1914.0	Unf	2	298.594771	TA	TA	N	-71.552958	-6.566222	39.620811	0	0	0	0	10	2006	WD	Normal	163000
736	737	90	RLD	60.0	8544	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	Duplex	1Story	3	4	1950	1950	Gable	SS	Stucco	Stone	None	0.0	TA	TA	CB	NaN	NaN	NaN	NaN	0	NaN	0	0	0	GasA	Gd	N	FuseF	1040	0	0	1040	0	0	2	0	2	2	TA	6	TF	0	Detchd	1949.0	Unf	2	442.419379	TA	TA	Y	57.482783	-103.468966	36.686828	0	0	0	0	7	2006	WD	Normal	93500
737	738	60	RLD	72.0	10463	Paved	IR1	HLS	AllPub	CulDSac	GS	Gilbert	Norm	Norm	1Fam	2Story	8	5	2005	2005	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	893	893	GasA	Ex	Y	SBrkr	901	900	0	1801	0	0	2	1	3	1	Gd	8	TF	1	Attchd	2005.0	Fin	3	480.620391	TA	TA	Y	-42.653080	22.579895	-4.405714	0	0	0	0	6	2006	WD	Normal	239900
738	739	90	RLD	60.0	10800	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	Duplex	1Story	5	5	1987	1988	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	Gd	Gd	Gd	GLQ	1200	Unf	0	0	1200	GasA	TA	Y	SBrkr	1200	0	0	1200	3	0	3	0	3	1	TA	5	TF	0	NaN	NaN	NaN	0	587.841021	NaN	NaN	Y	164.069486	60.356001	44.029861	0	0	0	0	3	2009	WD	Alloca	179000
739	740	60	RLD	65.0	9313	Paved	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2004	2004	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	864	864	GasA	Ex	Y	SBrkr	864	864	0	1728	0	0	2	1	3	1	Gd	7	TF	0	Attchd	2004.0	RFn	2	573.060242	TA	TA	Y	219.092941	8.790516	25.574183	0	0	0	0	4	2009	WD	Normal	190000
740	741	70	RMD	60.0	9600	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	2Story	5	7	1910	2002	Gable	SS	Wd Sdng	Wd Shng	None	0.0	TA	Gd	BT	Fa	Fa	No	Unf	0	Unf	0	264	264	GasA	Ex	Y	SBrkr	768	664	0	1432	0	0	2	0	2	1	TA	7	TF	0	Detchd	1910.0	Unf	2	403.702767	TA	Gd	Y	34.362792	-52.846568	-0.296480	0	0	0	0	5	2007	WD	Abnorml	132000
741	742	20	RLD	65.0	6768	Paved	IR1	Lvl	AllPub	I	GS	Sawyer	Feedr	Norm	1Fam	1Story	6	8	1961	1996	Hip	SS	HdBoard	HdBoard	None	0.0	TA	Gd	CB	TA	TA	Mn	GLQ	832	Unf	0	80	912	GasA	Gd	Y	SBrkr	912	0	0	912	1	1	1	0	3	1	Gd	5	TF	0	Detchd	1962.0	Unf	1	394.603929	TA	TA	Y	189.152003	69.936201	-24.507353	0	0	0	0	5	2008	WD	Normal	142000
742	743	20	RLD	65.0	8450	Paved	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	1Story	7	5	2000	2001	Gable	SS	VinylSd	VinylSd	BrkFace	108.0	TA	TA	PC	Gd	TA	No	Unf	0	Unf	0	1349	1349	GasA	Ex	Y	SBrkr	1349	0	0	1349	0	0	2	0	3	1	TA	6	TF	0	Attchd	2000.0	Unf	2	703.936868	TA	TA	Y	155.654642	26.786598	34.434255	0	0	0	0	12	2007	WD	Normal	179000
743	744	80	RLD	70.0	12886	Paved	IR1	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	SLvl	5	6	1963	1999	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	Gd	TA	Av	ALQ	444	Unf	0	76	520	GasA	Ex	Y	SBrkr	1464	0	0	1464	0	1	2	0	3	1	TA	6	MD2	1	Attchd	1997.0	RFn	2	604.209395	TA	TA	Y	108.089301	110.164216	-9.358833	0	100	0	0	10	2009	WD	Normal	175000
744	745	120	RLD	41.0	5395	Paved	IR1	HLS	AllPub	I	GS	StoneBr	Norm	Norm	TwnhsE	1Story	8	5	1993	1993	Gable	SS	HdBoard	HdBoard	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	733	Unf	0	604	1337	GasA	Gd	Y	SBrkr	1337	0	0	1337	1	0	2	0	2	1	Gd	5	TF	1	Attchd	1993.0	RFn	2	259.096379	TA	TA	Y	332.247366	-92.258670	38.511875	168	0	0	0	10	2008	WD	Normal	180000
745	746	60	RLD	NaN	8963	Paved	IR1	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	2Story	8	9	1976	1996	Hip	SS	VinylSd	VinylSd	BrkFace	289.0	Ex	Gd	CB	TA	Gd	No	GLQ	575	ALQ	80	487	1142	GasA	Ex	Y	SBrkr	1175	1540	0	2715	0	1	3	1	4	1	Gd	11	TF	2	BuiltIn	1994.0	Fin	2	274.690615	TA	TA	Y	246.466399	145.448466	35.059594	0	0	0	0	7	2008	WD	Normal	299800
746	747	60	RLD	NaN	8795	Paved	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	7	5	2000	2000	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	300	Unf	0	652	952	GasA	Ex	Y	SBrkr	980	1276	0	2256	0	0	2	1	4	1	Gd	8	TF	1	BuiltIn	2000.0	Fin	2	450.918910	TA	TA	Y	243.795738	65.554702	-26.370496	0	0	0	0	4	2009	WD	Normal	236000
747	748	70	RMD	65.0	11700	Paved	IR1	Lvl	AllPub	C	GS	OldTown	Norm	Norm	1Fam	2Story	7	7	1880	2003	Mansard	SS	Stucco	Stucco	None	0.0	Gd	TA	S	TA	Fa	No	Unf	0	Unf	0	1240	1240	GasW	TA	N	SBrkr	1320	1320	0	2640	0	0	1	1	4	1	Gd	8	TF	1	Detchd	1950.0	Unf	4	345.923091	TA	TA	N	77.894159	35.809194	68.076378	0	0	0	0	5	2009	WD	Normal	265979
748	749	20	RLD	59.0	10593	Paved	IR1	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	1Story	7	5	1996	1996	Hip	SS	VinylSd	VinylSd	BrkFace	338.0	Gd	TA	PC	Gd	TA	No	GLQ	919	Unf	0	801	1720	GasA	Ex	Y	SBrkr	1720	0	0	1720	1	0	2	0	3	1	Gd	7	TF	1	Attchd	1996.0	Fin	2	891.492391	TA	TA	Y	170.862193	1.679435	-23.563549	0	0	0	0	3	2010	WD	Normal	260400
749	750	50	RLD	50.0	8405	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1.5Fin	4	3	1945	1950	Gable	SS	WdShing	Wd Shng	None	0.0	TA	TA	SL	NaN	NaN	NaN	NaN	0	NaN	0	0	0	Wall	TA	N	FuseF	1088	441	0	1529	0	0	2	0	4	1	TA	9	MD	0	Detchd	1945.0	Unf	1	503.628929	TA	TA	N	84.906189	21.932865	88.329056	0	0	0	0	4	2009	WD	Normal	98000
750	751	50	RMD	55.0	8800	Paved	Reg	Lvl	AllPub	C	GS	OldTown	Norm	Norm	1Fam	1.5Fin	4	7	1910	2004	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	Fa	No	Unf	0	Unf	0	576	576	GasA	Gd	Y	SBrkr	792	348	0	1140	0	0	1	0	3	1	TA	7	MD2	0	NaN	NaN	NaN	0	530.346394	NaN	NaN	N	129.782007	82.376505	30.557574	0	0	0	0	6	2010	WD	Normal	96500
751	752	60	RLD	NaN	7750	Paved	Reg	Lvl	AllPub	I	GS	Gilbert	RRAn	Norm	1Fam	2Story	7	5	2003	2003	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	660	660	GasA	Ex	Y	SBrkr	660	660	0	1320	0	0	2	1	3	1	Gd	6	TF	0	Attchd	2003.0	Fin	2	494.227940	TA	TA	Y	186.853670	96.421089	81.857546	0	0	0	0	8	2007	WD	Normal	162000
752	753	20	RLD	79.0	9236	Paved	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	6	5	1997	1997	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	PC	Gd	TA	Gd	GLQ	1200	Unf	0	279	1479	GasA	Ex	Y	SBrkr	1494	0	0	1494	1	0	2	0	3	1	Gd	6	TF	0	Attchd	1997.0	RFn	2	619.690551	TA	TA	Y	49.630681	78.434715	-25.421434	0	0	0	0	7	2006	WD	Normal	217000
753	754	60	RLD	80.0	10240	Paved	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	2Story	8	5	2005	2005	Gable	SS	VinylSd	VinylSd	BrkFace	178.0	Gd	TA	PC	Gd	TA	Mn	Unf	0	Unf	0	1030	1030	GasA	Gd	Y	SBrkr	1038	1060	0	2098	0	0	2	1	3	1	Ex	8	TF	1	Attchd	2005.0	RFn	3	600.168488	TA	TA	Y	126.659201	-94.224138	1.212204	0	0	0	0	3	2006	WD	Normal	275500
754	755	20	RLD	61.0	7930	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	8	1969	2005	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	TA	TA	No	GLQ	439	LwQ	472	115	1026	GasA	Gd	Y	SBrkr	1026	0	0	1026	1	0	1	0	3	1	Gd	5	TF	0	Detchd	1969.0	RFn	2	481.033795	TA	TA	Y	-68.331962	139.003511	123.591117	0	0	0	0	7	2009	WD	Normal	156000
755	756	160	FVR	34.0	3230	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	TwnhsE	2Story	6	5	1999	1999	Gable	SS	MetalSd	MetalSd	BrkFace	894.0	TA	TA	PC	Gd	TA	No	GLQ	381	Unf	0	348	729	GasA	Gd	Y	SBrkr	742	729	0	1471	0	0	2	1	3	1	TA	6	TF	0	Detchd	1999.0	Unf	2	606.854161	TA	TA	Y	17.962797	1.293677	-1.891589	0	0	0	0	3	2009	WD	Normal	172500
756	757	60	RLD	68.0	10769	Paved	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	8	5	2007	2007	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	GLQ	20	Unf	0	846	866	GasA	Ex	Y	SBrkr	866	902	0	1768	0	0	2	1	3	1	Gd	7	TF	0	Attchd	2007.0	RFn	2	390.773943	TA	TA	Y	103.623139	59.074822	102.825942	0	0	0	0	4	2009	WD	Normal	212000
757	758	60	RLD	NaN	11616	Paved	IR1	Lvl	AllPub	CulDSac	GS	Sawyer	Norm	Norm	1Fam	2Story	6	5	1978	1978	Hip	SS	HdBoard	HdBoard	BrkCmn	328.0	TA	TA	CB	TA	TA	Mn	Rec	438	Unf	0	234	672	GasA	TA	Y	SBrkr	672	714	0	1386	0	0	2	1	3	1	TA	6	TF	1	Attchd	1978.0	Fin	2	280.534340	TA	TA	Y	111.157527	113.267665	-162.565633	0	0	0	0	4	2010	WD	Abnorml	158900
758	759	160	FVR	24.0	2280	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	Twnhs	2Story	7	5	1999	1999	Gable	SS	MetalSd	MetalSd	BrkFace	360.0	TA	TA	PC	Gd	TA	No	ALQ	549	Unf	0	195	744	GasA	Gd	Y	SBrkr	757	744	0	1501	0	0	2	1	3	1	TA	6	TF	0	Detchd	1999.0	Unf	2	426.512741	TA	TA	Y	55.663519	71.401473	-34.747939	0	0	0	0	8	2008	WD	Normal	179400
759	760	60	RLD	65.0	12257	Paved	IR1	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	2Story	8	5	1995	1995	Gable	SS	VinylSd	VinylSd	BrkFace	513.0	Gd	TA	PC	Gd	TA	Av	LwQ	56	ALQ	64	1198	1318	GasA	Ex	Y	SBrkr	1328	1203	0	2531	0	0	2	1	4	1	Gd	9	TF	1	Attchd	1995.0	RFn	3	853.706043	TA	TA	Y	195.187048	22.946977	68.822781	0	0	0	0	11	2007	WD	Normal	290000
760	761	20	RLD	70.0	9100	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	6	1959	1959	Hip	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	Rec	612	Unf	0	252	864	GasA	Ex	Y	SBrkr	864	0	0	864	0	0	1	0	2	1	TA	5	TF	0	Detchd	2008.0	Unf	1	755.387567	Ex	Ex	Y	126.892279	170.153854	47.011591	0	0	0	450	10	2009	WD	Normal	127500
761	762	30	RMD	60.0	6911	Paved	Reg	Lvl	AllPub	FR2P	GS	BrkSide	Feedr	Norm	1Fam	1Story	5	5	1924	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	PC	TA	TA	Mn	LwQ	405	Unf	0	740	1145	GasA	TA	Y	SBrkr	1301	0	0	1301	0	0	1	0	2	1	Fa	5	MD1	0	Detchd	1965.0	Unf	2	310.688981	TA	TA	Y	64.229199	139.366492	-50.470861	0	0	0	0	10	2009	WD	Normal	100000
762	763	60	FVR	72.0	8640	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	2Story	7	5	2009	2009	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	Mn	GLQ	24	Unf	0	732	756	GasA	Ex	Y	SBrkr	764	783	0	1547	0	0	2	1	3	1	Gd	7	TF	0	Attchd	2009.0	Unf	2	497.265880	TA	TA	Y	80.329616	55.390653	79.666696	0	0	0	0	6	2010	Con	Normal	215200
763	764	60	RLD	82.0	9430	Paved	Reg	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	2Story	8	5	1999	1999	Gable	SS	VinylSd	VinylSd	BrkFace	673.0	Gd	TA	PC	Gd	TA	Mn	GLQ	1163	Unf	0	89	1252	GasA	Ex	Y	SBrkr	1268	1097	0	2365	1	0	2	1	3	1	Gd	8	TF	1	Attchd	1999.0	RFn	3	413.842349	TA	TA	Y	199.809487	190.622951	9.984918	0	180	0	0	7	2009	WD	Normal	337000
764	765	120	RLD	30.0	9549	Paved	IR1	Lvl	AllPub	CulDSac	GS	Veenker	Norm	Norm	TwnhsE	1Story	8	5	1995	1996	Hip	SS	BrkFace	BrkFace	None	0.0	Gd	Gd	PC	Gd	Gd	Av	LwQ	437	GLQ	1057	0	1494	GasA	Ex	Y	SBrkr	1494	0	0	1494	1	0	1	1	2	1	Ex	6	TF	1	Attchd	1995.0	Fin	2	527.642034	TA	TA	Y	114.924677	43.390915	69.644475	0	216	0	0	4	2006	WD	Normal	270000
765	766	20	RLD	75.0	14587	Paved	IR1	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	9	5	2008	2008	Gable	SS	VinylSd	VinylSd	Stone	284.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	1498	1498	GasA	Ex	Y	SBrkr	1506	0	0	1506	0	0	2	0	2	1	Ex	6	TF	1	Attchd	2008.0	Fin	2	606.385526	TA	TA	Y	148.346190	14.906454	25.789225	0	0	0	0	8	2008	New	Partial	264132
766	767	60	RLD	80.0	10421	Paved	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	2Story	7	5	1988	1988	Gable	SS	HdBoard	HdBoard	BrkFace	42.0	TA	TA	CB	Gd	TA	No	GLQ	394	Unf	0	586	980	GasA	TA	Y	SBrkr	980	734	0	1714	0	0	2	1	3	1	TA	7	TF	1	Attchd	1988.0	Unf	2	853.695049	TA	TA	Y	12.501004	54.291826	155.043835	0	0	0	500	3	2010	WD	Normal	196500
767	768	50	RLD	75.0	12508	Paved	IR1	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	1.5Fin	6	7	1940	1985	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	Gd	TA	Mn	ALQ	660	Unf	0	323	983	GasA	Ex	Y	SBrkr	983	767	0	1750	1	0	2	0	4	1	TA	7	MD	0	Attchd	1989.0	Unf	1	345.929149	TA	TA	Y	321.475858	85.098858	8.973681	0	0	0	1300	7	2008	WD	Normal	160000
768	769	20	RLD	70.0	9100	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2004	2005	Hip	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	24	Unf	0	1836	1860	GasA	Ex	Y	SBrkr	1836	0	0	1836	0	0	2	0	3	1	Gd	8	TF	1	Attchd	2004.0	Fin	2	1042.882904	TA	TA	Y	132.235840	72.313879	99.620015	0	0	0	0	10	2006	WD	Normal	216837
769	770	60	RLD	47.0	53504	Paved	IR2	HLS	AllPub	CulDSac	MS	StoneBr	Norm	Norm	1Fam	2Story	8	5	2003	2003	Hip	SS	CemntBd	Wd Shng	BrkFace	603.0	Ex	TA	PC	Gd	TA	Gd	ALQ	1416	Unf	0	234	1650	GasA	Ex	Y	SBrkr	1690	1589	0	3279	1	0	3	1	4	1	Ex	12	MS	1	BuiltIn	2003.0	Fin	3	399.699029	TA	TA	Y	26.325684	56.479092	52.897533	0	210	0	0	6	2010	WD	Normal	538000
770	771	85	RLD	NaN	7252	Paved	IR1	Lvl	AllPub	CulDSac	GS	Sawyer	Norm	Norm	1Fam	SFoyer	5	5	1982	1982	Hip	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	Gd	TA	Av	GLQ	685	Unf	0	173	858	GasA	TA	Y	SBrkr	858	0	0	858	1	0	1	0	2	1	TA	5	TF	0	Detchd	1983.0	Unf	2	712.301899	TA	TA	Y	1.567101	-1.096115	-76.839085	0	0	0	0	4	2009	WD	Normal	134900
771	772	20	RLD	67.0	8877	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	4	5	1951	1951	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	Fa	Fa	No	LwQ	836	Unf	0	0	836	GasA	TA	Y	FuseF	1220	0	0	1220	0	0	1	0	2	1	TA	6	TF	0	Detchd	1951.0	Unf	2	838.462687	TA	TA	Y	230.494270	6.777771	-20.568532	0	0	0	0	4	2006	COD	Normal	102000
772	773	80	RLD	94.0	7819	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	SLvl	6	5	1976	1976	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	TA	TA	Av	ALQ	422	BLQ	127	480	1029	GasA	TA	Y	SBrkr	1117	0	0	1117	1	0	1	0	3	1	TA	6	TF	1	Detchd	1976.0	Unf	2	319.070768	TA	TA	Y	133.155111	41.878172	4.310151	0	0	0	0	3	2010	WD	Abnorml	107000
773	774	20	RLD	70.0	10150	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Feedr	Norm	1Fam	1Story	5	5	1958	1958	Gable	SS	Wd Sdng	Wd Sdng	None	1.0	TA	TA	CB	TA	TA	No	Rec	456	Unf	0	456	912	GasA	Ex	Y	FuseA	912	0	0	912	0	0	1	0	2	1	TA	5	TF	0	Attchd	1958.0	RFn	1	582.731363	TA	TA	Y	110.554025	192.909600	65.209235	0	0	0	0	7	2007	COD	Normal	114500
774	775	20	RLD	110.0	14226	Paved	Reg	Lvl	AllPub	C	GS	NridgHt	Norm	Norm	1Fam	1Story	8	5	2006	2006	Hip	SS	VinylSd	VinylSd	BrkFace	375.0	Gd	TA	PC	Gd	TA	Av	Unf	0	Unf	0	1935	1935	GasA	Gd	Y	SBrkr	1973	0	0	1973	0	0	2	0	3	1	Gd	9	TF	1	Attchd	2006.0	Fin	3	411.070013	TA	TA	Y	-25.262053	72.500615	71.027543	0	0	0	0	7	2007	New	Partial	395000
775	776	120	RMD	32.0	4500	Paved	Reg	Lvl	AllPub	FR2P	GS	Mitchel	Norm	Norm	TwnhsE	1Story	6	5	1998	1998	Hip	SS	VinylSd	VinylSd	BrkFace	320.0	TA	TA	PC	Ex	TA	No	GLQ	866	Unf	0	338	1204	GasA	Ex	Y	SBrkr	1204	0	0	1204	1	0	2	0	2	1	TA	5	TF	0	Attchd	1998.0	Fin	2	639.701194	TA	TA	Y	171.209859	29.421703	15.562393	0	0	0	0	6	2009	WD	Normal	162000
776	777	20	RLD	86.0	11210	Paved	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2005	2006	Gable	SS	VinylSd	VinylSd	BrkFace	240.0	Gd	TA	PC	Gd	TA	Av	GLQ	20	Unf	0	1594	1614	GasA	Ex	Y	SBrkr	1614	0	0	1614	0	0	2	0	3	1	Gd	7	TF	0	Attchd	2005.0	RFn	3	496.646325	TA	TA	Y	156.423289	15.760848	-32.064349	0	0	0	0	7	2006	New	Partial	221500
777	778	20	RLD	100.0	13350	Paved	IR1	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	5	1974	1974	Hip	SS	HdBoard	Plywood	None	0.0	TA	TA	CB	TA	TA	No	ALQ	762	Unf	0	102	864	GasA	TA	Y	SBrkr	894	0	0	894	1	0	1	0	3	1	TA	5	TF	1	Attchd	1974.0	Unf	2	123.493430	TA	TA	Y	-87.474476	143.427050	2.853628	0	0	0	0	6	2006	WD	Normal	142500
778	779	90	RHD	60.0	8400	Paved	Reg	Lvl	AllPub	I	GS	SawyerW	Feedr	Norm	Duplex	1Story	5	5	1977	1977	Gable	SS	Plywood	Plywood	BrkFace	320.0	TA	TA	SL	NaN	NaN	NaN	NaN	0	NaN	0	0	0	GasA	TA	Y	SBrkr	2020	0	0	2020	0	0	2	0	4	2	TA	10	TF	2	Detchd	1977.0	Unf	2	511.459368	TA	TA	Y	96.415123	48.016852	54.062683	0	0	0	0	10	2007	WD	Normal	144000
779	780	90	RLD	78.0	10530	Paved	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	Duplex	SFoyer	6	5	1977	1977	Gable	SS	Plywood	ImStucc	BrkFace	90.0	TA	TA	CB	Gd	TA	Gd	GLQ	975	Unf	0	0	975	GasA	TA	Y	SBrkr	1004	0	0	1004	1	0	1	0	2	1	TA	4	TF	0	Attchd	1977.0	Unf	2	363.303576	TA	TA	Y	144.079470	168.971582	47.324720	0	0	0	0	5	2006	WD	Normal	135000
780	781	20	RLD	63.0	7875	Paved	Reg	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	1Story	7	5	1995	1996	Gable	SS	HdBoard	HdBoard	BrkFace	38.0	TA	TA	PC	Gd	Gd	No	Unf	0	Unf	0	1237	1237	GasA	Gd	Y	SBrkr	1253	0	0	1253	0	0	2	0	3	1	TA	6	TF	1	Attchd	1995.0	Fin	2	602.669839	TA	TA	Y	259.598657	76.309267	12.518000	0	0	0	0	6	2007	WD	Normal	176000
781	782	60	RLD	65.0	7153	Paved	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	2Story	6	5	1992	1992	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	Gd	PC	Gd	TA	No	ALQ	387	Unf	0	374	761	GasA	Ex	Y	SBrkr	810	793	0	1603	0	0	2	1	3	1	Gd	7	TF	0	Attchd	1992.0	RFn	2	688.484632	TA	TA	Y	72.515222	50.660624	19.639910	0	0	0	0	7	2006	WD	Normal	175900
782	783	20	RLD	67.0	16285	Paved	IR2	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2001	2002	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	1413	1413	GasA	Ex	Y	SBrkr	1430	0	0	1430	0	0	2	0	3	1	Gd	6	TF	0	Attchd	2001.0	RFn	2	590.885347	TA	TA	Y	66.930420	47.150911	-89.789439	0	0	0	0	6	2009	WD	Normal	187100
783	784	85	RLD	NaN	9101	Paved	IR1	Lvl	AllPub	C	GS	Mitchel	Norm	Norm	1Fam	SFoyer	5	6	1978	1978	Gable	SS	Plywood	Plywood	BrkFace	104.0	TA	Gd	PC	Gd	TA	Av	GLQ	1097	Unf	0	0	1097	GasA	Ex	Y	SBrkr	1110	0	0	1110	1	0	1	0	1	1	Gd	4	TF	1	Attchd	1978.0	Fin	2	-39.983037	TA	TA	Y	-155.373136	-3.354928	39.723489	0	0	0	0	7	2009	WD	Normal	165500
784	785	75	RMD	35.0	6300	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	2.5Unf	6	6	1914	2001	Gable	SS	Wd Sdng	Wd Shng	None	0.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	742	742	GasA	Ex	Y	SBrkr	742	742	0	1484	0	0	2	0	3	1	TA	9	TF	1	NaN	NaN	NaN	0	298.080677	NaN	NaN	Y	277.820261	3.367719	46.824922	0	0	0	0	6	2008	WD	Normal	128000
785	786	20	RLD	NaN	9790	Paved	Reg	Lvl	AllPub	I	GS	NWAmes	Feedr	Norm	1Fam	1Story	6	5	1967	1967	Gable	SS	BrkFace	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	Rec	251	LwQ	630	491	1372	GasA	TA	Y	SBrkr	1342	0	0	1342	0	0	2	0	3	1	TA	7	TF	1	Attchd	1967.0	Unf	2	690.788672	TA	TA	Y	280.135827	43.130877	-44.938380	0	197	0	0	9	2009	WD	Normal	161500
786	787	50	RMD	60.0	10800	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Artery	Norm	1Fam	1.5Fin	5	6	1915	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	PC	Fa	TA	No	LwQ	686	Unf	0	0	686	GasA	TA	Y	SBrkr	966	686	0	1652	1	0	2	0	4	1	TA	7	TF	0	Detchd	1961.0	Unf	1	162.280288	TA	TA	Y	147.593998	107.129701	-17.947051	0	0	0	1200	6	2010	WD	Normal	139000
787	788	60	RLD	76.0	10142	Paved	IR1	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	2Story	7	5	2004	2004	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	656	Unf	0	300	956	GasA	Ex	Y	SBrkr	956	1128	0	2084	1	0	2	1	4	1	Gd	8	TF	0	BuiltIn	2004.0	RFn	2	439.190609	TA	TA	Y	33.954219	151.079391	18.289940	0	0	0	0	1	2010	WD	Normal	233000
788	789	20	RMD	50.0	6000	Paved	Reg	Lvl	AllPub	C	GS	OldTown	Norm	Norm	1Fam	1Story	4	7	1954	2000	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	901	901	GasA	Ex	Y	SBrkr	901	0	0	901	0	0	1	0	2	1	TA	4	TF	0	Detchd	1954.0	Unf	1	388.422641	Fa	TA	Y	92.803628	-96.272284	52.846871	0	0	0	0	8	2008	WD	Normal	107900
789	790	60	RLD	NaN	12205	Paved	IR1	Low	AllPub	I	GS	ClearCr	Norm	Norm	1Fam	2Story	6	8	1966	2007	Gable	SS	HdBoard	HdBoard	BrkFace	157.0	TA	TA	CB	TA	Fa	Gd	LwQ	568	Unf	0	264	832	GasA	Gd	Y	SBrkr	976	1111	0	2087	0	0	2	1	5	1	Gd	9	TF	0	Attchd	1966.0	Fin	2	565.508356	TA	TA	Y	18.911522	63.045545	47.247463	0	0	0	0	7	2007	WD	Normal	187500
790	791	120	RLD	43.0	3182	Paved	Reg	Lvl	AllPub	I	GS	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2005	2006	Gable	SS	VinylSd	VinylSd	BrkFace	11.0	Gd	TA	PC	Gd	TA	No	GLQ	16	Unf	0	1129	1145	GasA	Ex	Y	SBrkr	1145	0	0	1145	0	0	2	0	2	1	Gd	5	TF	1	Attchd	2005.0	Fin	2	542.521229	TA	TA	Y	150.721756	42.529089	-66.956684	0	0	0	0	9	2009	WD	Normal	160200
791	792	80	RLD	NaN	11333	Paved	IR1	Lvl	AllPub	C	GS	Mitchel	Norm	Norm	1Fam	SLvl	6	5	1976	1976	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	PC	Gd	TA	Av	ALQ	539	Unf	0	490	1029	GasA	TA	Y	SBrkr	1062	0	0	1062	1	0	1	0	3	1	TA	5	TF	2	Attchd	1976.0	RFn	2	184.019702	TA	TA	Y	-20.927101	-60.151542	95.338660	0	0	0	0	5	2007	WD	Normal	146800
792	793	60	RLD	92.0	9920	Paved	IR1	Lvl	AllPub	CulDSac	GS	NoRidge	Norm	Norm	1Fam	2Story	7	5	1996	1997	Gable	SS	MetalSd	MetalSd	None	0.0	Gd	TA	PC	Gd	TA	Av	GLQ	862	Unf	0	255	1117	GasA	Ex	Y	SBrkr	1127	886	0	2013	1	0	2	1	3	1	TA	8	TF	1	Attchd	1997.0	Unf	2	271.140031	TA	TA	Y	64.708896	20.347577	9.948318	0	0	0	0	6	2007	WD	Normal	269790
793	794	20	RLD	76.0	9158	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	8	5	2007	2007	Gable	SS	CemntBd	CmentBd	Stone	140.0	Gd	TA	PC	Gd	TA	Av	Unf	0	Unf	0	1496	1496	GasA	Ex	Y	SBrkr	1496	0	0	1496	0	0	2	0	3	1	Gd	7	TF	0	Attchd	2007.0	Fin	2	524.601535	TA	TA	Y	287.708367	187.896320	-37.803828	0	0	0	0	6	2007	New	Partial	225000
794	795	60	RLD	NaN	10832	Paved	IR1	Lvl	AllPub	C	GS	Gilbert	Norm	Norm	1Fam	2Story	7	5	1994	1996	Gable	SS	MetalSd	MetalSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	712	712	GasA	Ex	Y	SBrkr	1086	809	0	1895	0	0	2	1	3	1	Gd	7	TF	1	Attchd	1994.0	Fin	2	318.002118	TA	TA	Y	45.268587	197.074380	50.471463	0	0	0	500	10	2008	WD	Normal	194500
795	796	60	RLD	70.0	8400	Paved	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	2Story	6	6	1980	1981	Gable	SS	HdBoard	HdBoard	BrkFace	130.0	TA	TA	CB	Gd	TA	No	Unf	0	Unf	0	650	650	GasA	TA	Y	SBrkr	888	676	0	1564	0	0	2	1	3	1	TA	7	TF	1	Attchd	1980.0	Unf	2	626.148800	TA	TA	Y	117.416846	46.837919	29.164607	0	204	0	0	4	2010	WD	Normal	171000
796	797	20	RLD	71.0	8197	Paved	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	6	5	1977	1977	Gable	SS	Plywood	Plywood	BrkFace	148.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	660	660	GasA	Ex	Y	SBrkr	1285	0	0	1285	0	0	1	1	3	1	TA	7	TF	1	Attchd	1977.0	RFn	2	296.697014	TA	TA	Y	69.354682	199.508075	58.504112	0	0	0	0	4	2007	WD	Normal	143500
797	798	20	RLD	57.0	7677	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1953	1953	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	No	BLQ	570	Unf	0	203	773	GasA	Gd	Y	SBrkr	773	0	0	773	0	0	1	0	2	1	TA	4	TF	0	Attchd	1953.0	Unf	1	429.422627	TA	TA	Y	-173.900683	29.865121	48.803218	0	0	0	0	4	2008	WD	Abnorml	110000
798	799	60	RLD	104.0	13518	Paved	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	2Story	9	5	2008	2009	Hip	SS	VinylSd	VinylSd	Stone	860.0	Ex	TA	PC	Ex	TA	No	Unf	0	Unf	0	1926	1926	GasA	Ex	Y	SBrkr	1966	1174	0	3140	0	0	3	1	4	1	Ex	11	TF	2	BuiltIn	2009.0	Fin	3	500.648396	TA	TA	Y	-45.994334	55.618460	197.433867	0	0	0	0	7	2009	New	Partial	485000
799	800	50	RLD	60.0	7200	Paved	Reg	Lvl	AllPub	C	GS	SWISU	Feedr	Norm	1Fam	1.5Fin	5	7	1937	1950	Gable	SS	Wd Sdng	Wd Sdng	BrkFace	252.0	TA	TA	BT	Gd	TA	No	ALQ	569	Unf	0	162	731	GasA	Ex	Y	SBrkr	981	787	0	1768	1	0	1	1	3	1	Gd	7	TF	2	Detchd	1939.0	Unf	1	462.789403	TA	TA	Y	120.826429	119.258510	-107.392063	0	0	0	0	6	2007	WD	Normal	175000
800	801	60	RLD	79.0	12798	Paved	IR1	HLS	AllPub	I	MS	ClearCr	Feedr	Norm	1Fam	2Story	6	5	1997	1997	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	Gd	GLQ	462	Unf	0	154	616	GasA	Gd	Y	SBrkr	616	1072	0	1688	1	0	2	1	4	1	Gd	8	TF	0	Attchd	1997.0	RFn	2	493.701599	TA	TA	Y	198.677943	122.718512	62.229474	0	0	0	400	5	2008	WD	Normal	200000
801	802	30	RMD	40.0	4800	Paved	Reg	Lvl	AllPub	I	GS	IDOTRR	Norm	Norm	1Fam	1Story	4	7	1916	1990	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	LwQ	197	Unf	0	999	1196	GasA	Ex	Y	FuseA	1196	0	0	1196	1	0	1	0	2	1	TA	5	TF	0	Detchd	1957.0	Unf	2	4.238157	TA	TA	Y	-28.330512	73.433095	54.489469	0	0	0	0	7	2007	WD	Normal	109900
802	803	60	RLD	63.0	8199	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2005	2005	Gable	SS	WdShing	Wd Shng	None	0.0	Gd	TA	PC	Gd	TA	Av	GLQ	648	Unf	0	80	728	GasA	Ex	Y	SBrkr	728	728	0	1456	1	0	2	1	3	1	Gd	7	TF	1	Attchd	2005.0	Fin	2	154.113052	TA	TA	Y	79.407694	32.368237	-14.921029	0	0	0	0	10	2008	WD	Normal	189000
803	804	60	RLD	107.0	13891	Paved	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	2Story	9	5	2008	2009	Hip	SS	VinylSd	VinylSd	Stone	424.0	Ex	TA	PC	Ex	TA	Gd	Unf	0	Unf	0	1734	1734	GasA	Ex	Y	SBrkr	1734	1088	0	2822	0	0	3	1	4	1	Ex	12	TF	1	BuiltIn	2009.0	RFn	3	692.645177	TA	TA	Y	-161.451920	116.685086	-71.474967	0	192	0	0	1	2009	New	Partial	582933
804	805	20	RLD	75.0	9000	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1954	1954	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	LwQ	812	Unf	0	124	936	GasA	TA	Y	SBrkr	1128	0	0	1128	0	0	1	0	2	1	TA	5	MD1	0	Attchd	1954.0	Unf	1	431.217094	TA	TA	Y	169.543947	149.330433	69.763799	0	0	0	0	6	2006	WD	Family	118000
805	806	20	RLD	91.0	12274	Paved	IR1	Lvl	AllPub	FR2P	GS	Somerst	Norm	Norm	1Fam	1Story	7	5	2008	2008	Gable	SS	VinylSd	VinylSd	Stone	256.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	1417	1417	GasA	Ex	Y	SBrkr	1428	0	0	1428	0	0	2	0	3	1	Ex	6	TF	0	Attchd	2008.0	RFn	2	401.894124	TA	TA	Y	214.813922	103.213252	162.517393	0	0	0	0	7	2008	New	Partial	227680
806	807	80	RLD	75.0	9750	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	SLvl	5	5	1967	1967	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	TA	TA	Av	ALQ	400	Rec	480	100	980	GasA	Gd	Y	SBrkr	980	0	0	980	0	0	2	0	3	1	TA	6	TF	0	Attchd	1967.0	Fin	1	444.039977	TA	TA	Y	29.339011	100.667985	111.647397	0	0	0	0	10	2006	WD	Normal	135500
807	808	70	RLD	144.0	21384	Paved	Reg	Lvl	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	2Story	5	6	1923	2004	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	Gd	GLQ	1309	Unf	0	15	1324	GasA	Ex	Y	SBrkr	1072	504	0	1576	2	0	1	1	3	1	Gd	6	TF	1	Attchd	1923.0	RFn	2	831.373453	TA	TA	Y	73.719081	93.443388	101.706449	0	0	0	0	5	2009	WD	Normal	223500
808	809	80	RLD	85.0	13400	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	SLvl	5	5	1966	1966	Gable	SS	VinylSd	VinylSd	BrkFace	1047.0	TA	TA	CB	TA	TA	Av	ALQ	516	BLQ	128	380	1024	GasA	TA	Y	SBrkr	1086	0	0	1086	1	0	1	0	3	1	TA	6	TF	1	Attchd	1966.0	RFn	2	736.106061	TA	TA	Y	179.208153	-4.859883	-75.114571	0	0	0	0	6	2006	WD	Normal	159950
809	810	75	RMD	90.0	8100	Paved	Reg	Lvl	AllPub	C	GS	OldTown	Norm	Norm	1Fam	2.5Unf	5	5	1898	1965	Hip	SS	AsbShng	AsbShng	None	0.0	TA	TA	PC	TA	TA	No	Unf	0	Unf	0	849	849	GasA	TA	N	FuseA	1075	1063	0	2138	0	0	2	0	2	3	TA	11	TF	0	Detchd	1910.0	Unf	2	45.723176	Fa	Po	N	263.232324	18.345750	-16.190176	0	0	0	0	11	2009	WD	Normal	106000
810	811	20	RLD	78.0	10140	Paved	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	1Story	6	6	1974	1999	Hip	SS	HdBoard	HdBoard	BrkFace	99.0	TA	TA	CB	TA	TA	No	ALQ	663	LwQ	377	0	1040	GasA	Fa	Y	SBrkr	1309	0	0	1309	1	0	1	1	3	1	Gd	5	TF	1	Attchd	1974.0	RFn	2	396.890348	TA	TA	Y	33.179355	8.760211	18.962526	0	0	648	0	1	2006	WD	Normal	181000
811	812	120	RMD	NaN	4438	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	TwnhsE	1Story	6	5	2004	2004	Gable	SS	VinylSd	VinylSd	BrkFace	169.0	Gd	TA	PC	Gd	TA	Gd	GLQ	662	Unf	0	186	848	GasA	Ex	Y	SBrkr	848	0	0	848	1	0	1	0	1	1	Gd	4	TF	1	Attchd	2004.0	Fin	2	347.056760	TA	TA	Y	192.571574	13.219033	78.737177	0	0	0	0	6	2008	ConLD	Normal	144500
812	813	20	Commer	66.0	8712	Gravel	Reg	Bnk	AllPub	I	MS	IDOTRR	Norm	Norm	1Fam	1Story	5	5	1952	1952	Hip	SS	Wd Sdng	Wd Sdng	None	0.0	Fa	TA	CB	TA	TA	Av	Unf	0	Unf	0	540	540	GasA	TA	N	FuseA	1044	0	0	1044	0	0	1	0	2	1	Fa	4	TF	0	Basment	1952.0	Unf	2	95.863094	TA	TA	N	77.007264	43.675408	46.327878	0	0	0	54	6	2010	WD	Alloca	55993
813	814	20	RLD	75.0	9750	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	6	1958	1958	Gable	SS	MetalSd	MetalSd	BrkFace	243.0	TA	TA	CB	TA	TA	No	Rec	608	Unf	0	834	1442	GasA	Gd	Y	SBrkr	1442	0	0	1442	0	0	1	1	4	1	TA	7	TF	0	Attchd	1958.0	RFn	1	210.668623	TA	TA	Y	295.937699	219.267122	31.839115	0	0	0	500	4	2007	COD	Normal	157900
814	815	50	RLD	45.0	8248	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1.5Fin	5	7	1918	1950	Gable	SS	Stucco	Stucco	None	0.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	686	686	GasW	Gd	Y	SBrkr	686	564	0	1250	0	1	1	1	3	1	Fa	7	TF	0	Detchd	1955.0	Unf	1	357.759955	TA	TA	P	154.931796	58.604819	14.014293	0	0	0	0	7	2006	WD	Normal	116000
815	816	20	RLD	48.0	12137	Paved	IR2	Lvl	AllPub	CulDSac	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	1998	1998	Gable	SS	VinylSd	VinylSd	BrkFace	442.0	TA	TA	PC	Gd	TA	No	Unf	0	Unf	0	1649	1649	GasA	Ex	Y	SBrkr	1661	0	0	1661	0	0	2	0	3	1	Gd	6	TF	0	Attchd	1998.0	RFn	2	495.342885	TA	TA	Y	102.732033	14.906368	54.798069	0	0	0	0	5	2010	WD	Normal	224900
816	817	20	RLD	NaN	11425	Paved	IR1	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1954	1954	Gable	SS	BrkFace	BrkFace	None	0.0	TA	TA	CB	TA	TA	No	BLQ	486	Unf	0	522	1008	GasA	Gd	Y	SBrkr	1008	0	0	1008	0	0	1	0	2	1	TA	4	TF	1	Attchd	1954.0	RFn	1	213.016254	TA	TA	Y	87.417822	77.161843	-31.999083	0	0	0	0	7	2006	WD	Normal	137000
817	818	20	RLD	NaN	13265	Paved	IR1	Lvl	AllPub	CulDSac	GS	Mitchel	Norm	Norm	1Fam	1Story	8	5	2002	2002	Hip	SS	CemntBd	CmentBd	BrkFace	148.0	Gd	TA	PC	Gd	TA	No	GLQ	1218	Unf	0	350	1568	GasA	Ex	Y	SBrkr	1689	0	0	1689	1	0	2	0	3	1	Gd	7	TF	2	Attchd	2002.0	RFn	3	298.568171	TA	TA	Y	190.679553	-51.880027	109.304786	0	0	0	0	7	2008	WD	Normal	271000
818	819	80	RLD	80.0	8816	Paved	Reg	Lvl	AllPub	I	GS	ClearCr	Norm	Norm	1Fam	SLvl	6	7	1971	1971	Gable	SS	HdBoard	HdBoard	BrkFace	80.0	TA	TA	CB	TA	TA	Av	GLQ	504	Unf	0	506	1010	GasA	Gd	Y	SBrkr	1052	0	0	1052	1	0	1	0	3	1	TA	6	TF	0	Attchd	1971.0	Unf	2	395.737886	TA	TA	Y	-66.265914	143.371407	62.525535	0	0	0	0	6	2010	WD	Normal	155000
819	820	120	RLD	44.0	6371	Paved	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	TwnhsE	1Story	7	5	2009	2010	Gable	SS	VinylSd	VinylSd	Stone	128.0	Gd	TA	PC	Gd	TA	Mn	GLQ	733	Unf	0	625	1358	GasA	Ex	Y	SBrkr	1358	0	0	1358	1	0	2	0	2	1	Gd	6	TF	1	Attchd	2010.0	RFn	2	393.247807	TA	TA	Y	-100.492606	18.906373	8.718384	0	0	0	0	6	2010	New	Partial	224000
820	821	60	RLD	72.0	7226	Paved	IR1	Lvl	AllPub	CulDSac	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2003	2003	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	798	798	GasA	Ex	Y	SBrkr	798	842	0	1640	0	0	2	1	3	1	Gd	6	TF	0	Attchd	2003.0	RFn	2	478.138994	TA	TA	Y	38.535029	46.034304	92.553882	0	0	0	0	6	2008	WD	Normal	183000
821	822	20	RMD	60.0	6000	Paved	Reg	Bnk	AllPub	I	MS	OldTown	Norm	Norm	2fmCon	1Story	4	4	1953	1953	Gable	SS	MetalSd	MetalSd	None	0.0	Fa	TA	CB	Fa	TA	No	Unf	0	Unf	0	936	936	GasA	TA	N	SBrkr	936	0	0	936	0	0	1	0	2	1	TA	4	MD2	0	Detchd	1974.0	Unf	2	541.699250	TA	TA	Y	365.087520	110.794981	45.782020	0	0	0	0	2	2009	WD	Normal	93000
822	823	60	RLD	NaN	12394	Paved	IR1	Lvl	AllPub	C	GS	Gilbert	Norm	Norm	1Fam	2Story	7	5	2003	2003	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Gd	Unf	0	Unf	0	847	847	GasA	Ex	Y	SBrkr	847	886	0	1733	0	0	2	1	3	1	Gd	7	TF	1	BuiltIn	2003.0	Fin	2	429.627338	TA	TA	Y	44.753715	80.939908	-18.786941	0	0	0	0	10	2007	WD	Family	225000
823	824	50	RLD	60.0	9900	Paved	Reg	Lvl	AllPub	I	GS	SWISU	Norm	Norm	1Fam	1.5Fin	6	7	1940	1950	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	778	778	GasA	TA	Y	SBrkr	944	545	0	1489	0	0	2	0	3	1	TA	7	TF	1	Detchd	1940.0	Unf	1	411.878438	TA	TA	Y	57.257709	99.728089	-84.916060	0	0	0	0	7	2009	WD	Normal	139500
824	825	20	FVR	81.0	11216	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	8	5	2006	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	Gd	No	Unf	0	Unf	0	1489	1489	GasA	Ex	Y	SBrkr	1489	0	0	1489	0	0	2	0	3	1	Gd	7	TF	1	Attchd	2006.0	RFn	2	309.201524	TA	TA	Y	33.255546	-109.519808	57.178099	0	0	0	0	6	2006	New	Partial	232600
825	826	20	RLD	114.0	14803	Paved	Reg	Lvl	AllPub	I	GS	NridgHt	PosN	PosN	1Fam	1Story	10	5	2007	2008	Hip	SS	CemntBd	CmentBd	BrkFace	816.0	Ex	TA	PC	Ex	TA	Av	GLQ	1636	Unf	0	442	2078	GasA	Ex	Y	SBrkr	2084	0	0	2084	1	0	2	0	2	1	Ex	7	TF	1	Attchd	2007.0	Fin	3	488.385685	TA	TA	Y	-67.098147	72.912889	-14.777876	0	0	0	0	6	2008	New	Partial	385000
826	827	45	RMD	50.0	6130	Paved	Reg	Lvl	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	1.5Unf	5	6	1924	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	TA	No	ALQ	784	Unf	0	0	784	GasA	Gd	Y	SBrkr	784	0	0	784	1	0	1	0	2	1	Gd	5	TF	0	NaN	NaN	NaN	0	485.283299	NaN	NaN	Y	179.451123	79.873400	100.118268	0	0	0	0	5	2008	WD	Normal	109500
827	828	20	RLD	65.0	8529	Paved	IR1	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	1Story	7	5	2001	2001	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	20	Unf	0	1434	1454	GasA	Ex	Y	SBrkr	1434	0	0	1434	0	0	2	0	3	1	Gd	6	TF	1	Attchd	2001.0	RFn	2	631.924204	TA	TA	Y	151.516086	102.177655	33.291028	0	0	0	0	4	2009	WD	Normal	189000
828	829	60	RLD	NaN	28698	Paved	IR2	Low	AllPub	CulDSac	SS	ClearCr	Norm	Norm	1Fam	2Story	5	5	1967	1967	Flat	TG	Plywood	Plywood	None	0.0	TA	TA	PC	TA	Gd	Gd	LwQ	249	ALQ	764	0	1013	GasA	TA	Y	SBrkr	1160	966	0	2126	0	1	2	1	3	1	TA	7	MD2	0	Attchd	1967.0	Fin	2	793.108624	TA	TA	Y	26.972587	13.756977	67.601280	0	225	0	0	6	2009	WD	Abnorml	185000
829	830	160	FVR	24.0	2544	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	Twnhs	2Story	7	5	2005	2005	Gable	SS	MetalSd	MetalSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	600	600	GasA	Ex	Y	SBrkr	520	623	80	1223	0	0	2	1	2	1	Gd	4	TF	0	Detchd	2005.0	RFn	2	297.763530	TA	TA	Y	278.888294	-5.559659	76.519657	0	0	0	0	7	2006	WD	Normal	147400
830	831	20	RLD	80.0	11900	Paved	IR1	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	6	5	1957	1957	Gable	SS	HdBoard	HdBoard	BrkFace	387.0	TA	TA	CB	TA	TA	No	Rec	1040	Unf	0	352	1392	GasA	TA	Y	FuseA	1392	0	0	1392	1	0	1	1	3	1	TA	6	TF	2	Attchd	1957.0	RFn	2	617.550686	TA	TA	Y	115.258015	36.361420	28.141184	0	192	0	0	6	2008	WD	Normal	166000
831	832	160	FVR	30.0	3180	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	TwnhsE	2Story	7	5	2005	2005	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0	Unf	0	600	600	GasA	Ex	Y	SBrkr	520	600	80	1200	0	0	2	1	2	1	Gd	4	TF	0	Detchd	2005.0	RFn	2	487.257831	TA	TA	Y	19.642897	24.436693	50.785866	0	0	0	0	6	2006	WD	Normal	151000
832	833	60	RLD	44.0	9548	Paved	IR1	Lvl	AllPub	CulDSac	GS	CollgCr	Norm	Norm	1Fam	2Story	7	6	2003	2003	Gable	SS	VinylSd	VinylSd	BrkFace	223.0	Gd	TA	PC	Gd	TA	No	GLQ	483	Unf	0	458	941	GasA	Ex	Y	SBrkr	941	888	0	1829	1	0	2	1	3	1	Gd	7	TF	1	Attchd	2003.0	RFn	2	612.417989	TA	TA	Y	116.925331	117.942231	-19.033031	0	0	0	0	1	2010	WD	Normal	237000
833	834	20	RLD	100.0	10004	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	6	1964	1964	Gable	SS	HdBoard	Plywood	BrkFace	180.0	TA	TA	CB	TA	TA	No	Rec	196	BLQ	345	975	1516	GasA	TA	Y	SBrkr	1516	0	0	1516	0	0	1	1	3	1	TA	6	TF	0	Attchd	1964.0	RFn	2	503.155589	TA	TA	Y	37.367732	117.003069	10.809745	0	152	0	0	2	2009	WD	Normal	167000
834	835	20	RLD	75.0	7875	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1961	1961	Gable	SS	VinylSd	VinylSd	BrkFace	136.0	TA	TA	CB	TA	TA	No	Rec	572	Unf	0	572	1144	GasA	Gd	Y	SBrkr	1144	0	0	1144	1	0	1	0	3	1	TA	6	TF	0	Attchd	1961.0	Unf	2	576.076554	TA	TA	Y	152.136616	59.411212	40.463082	0	0	0	0	9	2008	WD	Normal	139950
835	836	20	RLD	60.0	9600	Paved	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	4	7	1950	1995	Gable	SS	VinylSd	HdBoard	None	0.0	TA	TA	CB	Gd	TA	No	BLQ	442	Unf	0	625	1067	GasA	TA	Y	SBrkr	1067	0	0	1067	0	0	2	0	2	1	Gd	4	MD2	0	Attchd	1996.0	Unf	2	546.608937	TA	TA	Y	152.180861	120.836501	25.230097	0	0	0	0	2	2010	WD	Normal	128000
836	837	30	RMD	90.0	8100	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1Story	5	6	1948	1973	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	BT	TA	TA	No	Rec	338	Unf	0	1221	1559	GasA	Gd	Y	SBrkr	1559	0	0	1559	1	0	1	0	2	1	TA	5	MD2	0	Detchd	1948.0	Unf	2	485.828261	TA	TA	Y	-66.854513	22.458105	-20.203738	0	0	0	0	6	2007	COD	Normal	153500
837	838	160	RMD	21.0	1680	Paved	Reg	Lvl	AllPub	I	GS	BrDale	Norm	Norm	Twnhs	2Story	6	5	1973	1973	Gable	SS	HdBoard	HdBoard	BrkFace	158.0	TA	TA	CB	TA	TA	No	BLQ	330	Unf	0	153	483	GasA	TA	Y	SBrkr	483	504	0	987	1	0	1	1	2	1	TA	5	TF	0	Detchd	1973.0	Unf	1	720.470336	TA	TA	Y	220.200635	-115.461698	53.450051	0	0	0	0	11	2008	WD	Normal	100000
838	839	20	RLD	75.0	9525	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	5	6	1995	2006	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0	Unf	0	1099	1099	GasA	Ex	Y	SBrkr	1099	0	0	1099	0	0	1	1	3	1	Gd	6	TF	0	Attchd	1999.0	Unf	1	440.680011	TA	TA	Y	136.762729	125.369561	10.982520	0	0	0	0	6	2008	WD	Normal	144000
839	840	50	RLD	70.0	11767	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1.5Fin	5	6	1946	1995	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	BLQ	352	Unf	0	416	768	GasA	Ex	Y	SBrkr	768	432	0	1200	0	0	1	0	3	1	TA	6	TF	0	Detchd	1946.0	Unf	1	375.327220	TA	TA	Y	173.244276	99.230920	55.656739	0	0	0	0	5	2008	WD	Normal	130500
840	841	70	RHD	NaN	12155	Paved	IR1	Lvl	AllPub	I	GS	SWISU	Norm	Norm	1Fam	2Story	6	8	1925	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	BLQ	156	Unf	0	516	672	GasA	TA	N	SBrkr	810	672	0	1482	0	0	2	0	4	1	Fa	7	TF	0	Detchd	1934.0	Unf	1	238.173956	TA	TA	P	-15.405150	6.202548	77.079441	0	0	0	0	3	2008	WD	Normal	140000
841	842	70	RMD	60.0	10440	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	2Story	5	8	1904	2002	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	PC	TA	TA	No	Unf	0	Unf	0	650	650	GasA	Gd	Y	SBrkr	958	581	0	1539	0	0	2	0	3	1	Gd	8	TF	1	Detchd	1983.0	Unf	2	406.772904	Gd	TA	P	-192.902078	86.942832	-26.533850	0	0	0	0	6	2008	WD	Normal	157500
842	843	80	RLD	82.0	9020	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	SLvl	6	7	1966	1966	Gable	SS	HdBoard	HdBoard	BrkFace	183.0	TA	TA	CB	TA	TA	Gd	Rec	312	ALQ	539	276	1127	GasA	TA	Y	SBrkr	1165	0	0	1165	1	0	1	1	3	1	TA	6	TF	0	Attchd	1966.0	RFn	2	366.923909	Gd	Gd	Y	-82.441365	44.582063	57.460342	0	0	0	0	5	2008	WD	Normal	174900
843	844	90	RLD	80.0	8000	Paved	Reg	Lvl	AllPub	C	GS	NAmes	Artery	Norm	Duplex	1Story	5	4	1961	1961	Gable	SS	BrkFace	BrkFace	None	0.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	1800	1800	GasA	Ex	N	SBrkr	1800	0	0	1800	0	0	2	0	6	2	TA	10	TF	0	NaN	NaN	NaN	0	202.596223	NaN	NaN	Y	175.127552	67.180526	11.371297	0	0	0	0	7	2007	WD	Normal	141000
844	845	50	RMD	100.0	12665	Paved	IR1	Lvl	AllPub	I	GS	OldTown	Artery	Norm	1Fam	1.5Fin	5	8	1915	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	Mn	Unf	0	Unf	0	876	876	GasA	Gd	Y	SBrkr	876	540	0	1416	0	0	1	1	4	1	TA	7	TF	1	Detchd	1949.0	Unf	3	677.293982	TA	TA	Y	60.423377	-31.925828	88.487177	0	0	0	0	6	2008	WD	Normal	153900
845	846	85	RLD	NaN	16647	Paved	IR1	Lvl	AllPub	CulDSac	GS	Sawyer	RRAe	Norm	1Fam	SFoyer	5	5	1975	1981	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	Gd	TA	Gd	ALQ	1390	Unf	0	0	1390	GasA	TA	Y	SBrkr	1701	0	0	1701	1	0	2	0	3	1	TA	6	MD2	2	Basment	1975.0	Fin	2	560.707887	TA	TA	Y	9.572951	65.586310	89.780019	0	0	0	0	1	2007	WD	Normal	171000
846	847	60	RLD	75.0	9317	Paved	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	2Story	7	5	1993	1993	Gable	SS	HdBoard	HdBoard	BrkFace	137.0	Gd	TA	PC	Gd	TA	No	ALQ	513	Unf	0	227	740	GasA	Ex	Y	SBrkr	1006	769	0	1775	1	0	2	1	3	1	Gd	7	TF	1	Attchd	1993.0	Unf	2	469.566107	TA	TA	Y	82.062833	58.770603	59.346665	0	0	0	0	7	2009	WD	Normal	213000
847	848	20	RLD	36.0	15523	Paved	IR1	Lvl	AllPub	CulDSac	GS	CollgCr	Norm	Norm	1Fam	1Story	5	6	1972	1972	Gable	SS	HdBoard	Plywood	None	0.0	TA	TA	CB	TA	TA	Av	BLQ	460	Unf	0	404	864	GasA	Ex	Y	SBrkr	864	0	0	864	1	0	1	0	3	1	TA	5	TF	1	Attchd	1972.0	Unf	1	451.938254	TA	TA	Y	144.583857	119.005340	162.354442	0	0	0	0	8	2009	WD	Normal	133500
848	849	50	RLD	75.0	45600	Paved	IR2	Bnk	AllPub	I	GS	ClearCr	Norm	Norm	1Fam	1.5Fin	6	8	1908	1997	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	907	907	GasA	TA	Y	SBrkr	1307	1051	0	2358	0	0	3	0	5	1	TA	10	TF	1	Detchd	1908.0	Unf	2	511.475184	Fa	TA	Y	136.428271	92.270646	-39.841988	0	175	0	0	9	2008	WD	Normal	240000
849	850	80	RLD	80.0	9600	Paved	Reg	Lvl	AllPub	FR2P	GS	Veenker	Feedr	Norm	1Fam	SLvl	6	7	1976	1994	Hip	SS	Plywood	Plywood	BrkFace	360.0	Gd	Gd	CB	TA	TA	No	Unf	0	Unf	0	528	528	GasA	Ex	Y	SBrkr	1094	761	0	1855	0	0	2	1	3	1	TA	7	TF	1	Attchd	1976.0	RFn	2	269.712106	TA	TA	Y	19.719343	29.449597	14.651105	0	0	0	0	8	2007	WD	Normal	187000
850	851	120	RMD	36.0	4435	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	TwnhsE	1Story	6	5	2003	2003	Gable	SS	VinylSd	VinylSd	BrkFace	170.0	Gd	TA	PC	Gd	TA	Av	GLQ	659	Unf	0	189	848	GasA	Ex	Y	SBrkr	848	0	0	848	1	0	1	0	1	1	Gd	3	TF	0	Attchd	2003.0	Fin	2	527.498636	TA	TA	Y	-112.927059	83.561668	113.232219	0	0	0	0	11	2007	WD	Normal	131500
851	852	120	RLD	NaN	3196	Paved	Reg	Lvl	AllPub	I	GS	Blmngtn	Norm	Norm	TwnhsE	1Story	8	5	2003	2003	Gable	SS	VinylSd	VinylSd	BrkFace	40.0	Gd	TA	PC	Gd	TA	Gd	Unf	0	Unf	0	1273	1273	GasA	Ex	Y	SBrkr	1456	0	0	1456	0	0	2	0	2	1	Gd	7	TF	1	Attchd	2003.0	Fin	2	149.340462	TA	TA	Y	-24.934929	-22.674519	22.419169	0	0	0	0	5	2006	WD	Normal	215000
852	853	75	RLD	53.0	7128	Paved	Reg	Lvl	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	2.5Unf	7	5	1941	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	CB	TA	TA	No	Rec	364	Unf	0	554	918	GasA	Gd	Y	SBrkr	918	728	0	1646	0	0	2	0	4	1	TA	7	TF	2	Detchd	1941.0	Unf	1	220.442318	TA	TA	Y	-26.460274	116.932943	-83.708022	0	126	0	0	8	2007	WD	Normal	164000
853	854	80	RLD	NaN	12095	Paved	IR1	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	SLvl	6	6	1964	1964	Gable	SS	MetalSd	HdBoard	BrkFace	115.0	TA	Gd	CB	TA	TA	Gd	Rec	564	Unf	0	563	1127	GasA	TA	Y	SBrkr	1445	0	0	1445	0	0	1	1	3	1	TA	7	TF	1	Attchd	1964.0	RFn	2	853.277657	TA	TA	Y	13.070165	56.590999	1.610440	0	0	0	0	8	2009	WD	Normal	158000
854	855	20	RLD	102.0	17920	Paved	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	4	1955	1974	Hip	SS	Wd Sdng	Plywood	None	0.0	TA	TA	CB	TA	TA	Mn	ALQ	306	Rec	1085	372	1763	GasA	TA	Y	SBrkr	1779	0	0	1779	1	0	1	1	3	1	TA	6	TF	1	Attchd	1955.0	Unf	2	325.308127	TA	TA	Y	11.481086	162.556579	69.230468	0	312	0	0	7	2006	WD	Abnorml	170000
855	856	20	RLD	NaN	6897	Paved	IR1	Lvl	AllPub	C	GS	Sawyer	Norm	Norm	1Fam	1Story	5	8	1962	2010	Gable	SS	HdBoard	HdBoard	None	0.0	TA	Gd	CB	TA	TA	No	ALQ	659	Unf	0	381	1040	GasA	Ex	Y	SBrkr	1040	0	0	1040	1	0	1	1	3	1	TA	6	TF	0	Detchd	1962.0	Unf	1	310.383240	TA	TA	Y	111.853285	-57.324218	54.671242	0	0	0	0	4	2010	WD	Normal	127000
856	857	80	RLD	NaN	10970	Paved	IR1	Low	AllPub	I	MS	CollgCr	Norm	Norm	1Fam	SLvl	6	6	1978	1978	Gable	SS	Plywood	HdBoard	None	0.0	TA	TA	CB	Gd	Gd	Gd	GLQ	505	LwQ	435	0	940	GasA	TA	Y	SBrkr	1026	0	0	1026	1	0	1	0	3	1	TA	5	TF	0	Detchd	1981.0	Unf	2	513.695900	TA	Fa	Y	173.751763	61.486673	-71.363110	0	0	0	0	10	2008	WD	Normal	147000
857	858	60	RLD	65.0	8125	Paved	Reg	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	1994	1995	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0	Unf	0	702	702	GasA	Gd	Y	SBrkr	702	779	0	1481	0	0	2	1	3	1	TA	6	TF	1	Attchd	1994.0	Fin	2	708.870468	TA	TA	Y	148.562027	25.634210	57.907546	0	0	0	0	3	2009	WD	Normal	174000
858	859	20	RLD	80.0	10400	Paved	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	1Story	7	5	1976	1976	Gable	SS	HdBoard	HdBoard	BrkFace	189.0	TA	TA	CB	Gd	TA	No	Unf	0	Unf	0	1090	1090	GasA	TA	Y	SBrkr	1370	0	0	1370	0	0	2	0	3	1	TA	6	TF	1	Attchd	1976.0	RFn	2	90.405332	TA	TA	Y	65.596377	165.452664	72.637977	0	0	0	0	6	2009	WD	Family	152000
859	860	60	RLD	NaN	11029	Paved	IR1	Lvl	AllPub	C	GS	NWAmes	PosA	Norm	1Fam	2Story	6	7	1968	1984	Gable	SS	HdBoard	HdBoard	BrkFace	220.0	TA	TA	CB	TA	TA	Mn	BLQ	619	Unf	0	435	1054	GasA	TA	Y	SBrkr	1512	1142	0	2654	1	0	2	1	4	1	Gd	9	TF	1	Attchd	1968.0	Unf	2	511.428901	TA	TA	Y	24.329601	81.087979	-50.754762	0	222	0	0	8	2006	WD	Normal	250000
860	861	50	RLD	55.0	7642	Paved	Reg	Lvl	AllPub	C	GS	Crawfor	Norm	Norm	1Fam	1.5Fin	7	8	1918	1998	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	Gd	TA	BT	TA	TA	No	Unf	0	Unf	0	912	912	GasA	Gd	Y	SBrkr	912	514	0	1426	0	0	1	1	3	1	Gd	7	TF	1	Detchd	1925.0	Unf	1	699.050159	TA	TA	Y	383.234614	46.039802	141.117419	0	0	0	0	6	2007	WD	Normal	189950
861	862	190	RLD	75.0	11625	Paved	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	2fmCon	1Story	5	4	1965	1965	Hip	SS	Plywood	HdBoard	None	0.0	TA	TA	PC	TA	TA	Mn	BLQ	841	Unf	0	198	1039	GasA	Ex	Y	SBrkr	1039	0	0	1039	1	0	1	1	3	1	TA	6	TF	0	Attchd	1965.0	Unf	2	435.738414	TA	TA	Y	47.465075	-42.156165	32.795352	0	0	0	0	4	2010	WD	Normal	131500
862	863	20	RLD	81.0	9672	Paved	Reg	Lvl	AllPub	C	GS	SawyerW	Norm	Norm	1Fam	1Story	6	5	1984	1985	Hip	SS	HdBoard	Plywood	None	0.0	TA	TA	PC	Gd	TA	No	GLQ	338	Unf	0	702	1040	GasA	TA	Y	SBrkr	1097	0	0	1097	0	0	2	0	3	1	TA	6	TF	0	Attchd	1986.0	Unf	2	410.752965	TA	TA	Y	-82.150465	132.897910	106.837707	0	0	0	0	5	2010	WD	Normal	152000
863	864	20	RLD	70.0	7931	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1959	1959	Hip	SS	BrkFace	Plywood	None	0.0	TA	TA	CB	TA	TA	No	BLQ	1148	Unf	0	0	1148	GasA	TA	Y	SBrkr	1148	0	0	1148	1	0	1	0	3	1	TA	6	TF	0	Attchd	1959.0	Unf	1	10.529264	TA	TA	Y	-55.124948	99.997128	1.357562	0	0	0	0	7	2009	WD	Normal	132500
864	865	20	FVR	72.0	8640	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	7	5	2007	2008	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Ex	TA	No	Unf	0	Unf	0	1372	1372	GasA	Ex	Y	SBrkr	1372	0	0	1372	0	0	2	0	3	1	Gd	6	TF	0	Attchd	2008.0	Fin	2	433.518281	TA	TA	Y	107.258263	17.597899	45.370252	0	0	0	0	5	2008	New	Partial	250580
865	866	20	RLD	NaN	8750	Paved	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1970	1970	Gable	SS	MetalSd	MetalSd	BrkFace	76.0	TA	TA	CB	TA	TA	No	BLQ	828	Unf	0	174	1002	GasA	TA	Y	SBrkr	1002	0	0	1002	1	0	1	0	3	1	TA	5	TF	0	Detchd	1973.0	Unf	2	575.356456	TA	TA	Y	50.226286	146.450344	22.279374	0	0	0	0	8	2009	WD	Normal	148500
866	867	20	RLD	67.0	10656	Paved	IR1	HLS	AllPub	I	GS	Timber	Norm	Norm	1Fam	1Story	8	5	2006	2007	Gable	SS	VinylSd	VinylSd	Stone	274.0	Gd	TA	PC	Gd	TA	Av	Unf	0	Unf	0	1638	1638	GasA	Ex	Y	SBrkr	1646	0	0	1646	0	0	2	0	3	1	Gd	6	TF	1	Attchd	2007.0	RFn	3	449.622119	TA	TA	Y	66.176397	-50.761346	52.683404	0	0	0	0	11	2007	New	Partial	248900
867	868	20	RLD	85.0	6970	Paved	Reg	Lvl	AllPub	C	GS	Sawyer	Feedr	Norm	1Fam	1Story	4	5	1961	1961	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	No	ALQ	932	Unf	0	108	1040	GasA	TA	Y	SBrkr	1120	0	0	1120	1	0	1	1	3	1	Fa	5	TF	0	Attchd	1961.0	RFn	2	272.830242	TA	TA	Y	45.486894	8.660285	63.968961	0	0	0	400	5	2007	WD	Normal	129000
868	869	60	RLD	NaN	14762	Paved	IR2	Lvl	AllPub	C	GS	Gilbert	Feedr	Norm	1Fam	2Story	5	6	1948	1950	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	SL	NaN	NaN	NaN	NaN	0	NaN	0	0	0	GasA	Gd	Y	SBrkr	1547	720	53	2320	0	0	2	0	2	1	TA	7	TF	1	Attchd	1979.0	Unf	2	393.655666	TA	TA	P	-71.563951	162.920492	16.491879	0	0	0	0	5	2006	WD	Normal	169000
869	870	60	RLD	80.0	9938	Paved	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	2Story	7	5	1993	1994	Gable	SS	MetalSd	MetalSd	BrkFace	246.0	Gd	TA	PC	Gd	TA	No	GLQ	750	Unf	0	300	1050	GasA	Ex	Y	SBrkr	1062	887	0	1949	1	0	2	1	3	1	Gd	8	TF	1	Attchd	1993.0	Fin	2	321.116189	TA	TA	Y	-23.463624	-3.025874	-27.545734	0	0	0	0	6	2010	WD	Normal	236000
870	871	20	RLD	60.0	6600	Paved	Reg	Lvl	AllPub	I	GS	NAmes	PosN	Norm	1Fam	1Story	5	5	1962	1962	Hip	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	894	894	GasA	Gd	N	SBrkr	894	0	0	894	0	0	1	0	2	1	TA	5	TF	0	Detchd	1962.0	Unf	1	556.631785	TA	TA	Y	109.084165	140.525501	-4.964094	0	0	0	0	8	2009	WD	Normal	109500
871	872	60	RLD	70.0	8750	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	6	5	1998	1998	Gable	SS	VinylSd	VinylSd	BrkFace	116.0	TA	TA	PC	Gd	TA	No	GLQ	505	Unf	0	299	804	GasA	Ex	Y	SBrkr	804	878	0	1682	0	0	2	1	3	1	Gd	7	TF	0	Attchd	1998.0	RFn	2	370.029174	TA	TA	Y	224.693034	61.797208	-6.758590	0	0	0	0	6	2010	WD	Normal	200500
872	873	20	RLD	74.0	8892	Paved	Reg	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1953	1996	Gable	SS	WdShing	Wd Shng	None	0.0	Gd	TA	S	TA	TA	Av	Unf	0	Unf	0	105	105	GasA	Gd	Y	SBrkr	910	0	0	910	0	0	1	0	3	1	Gd	5	TF	0	Attchd	1953.0	Unf	2	747.419065	TA	TA	Y	168.800717	50.562229	-70.737014	0	0	0	0	10	2008	WD	Normal	116000
873	874	40	RLD	60.0	12144	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1949	1950	Gable	SS	HdBoard	HdBoard	None	0.0	Gd	TA	CB	TA	TA	No	Rec	375	Unf	0	457	832	GasA	Gd	Y	SBrkr	1036	0	232	1268	0	0	1	0	3	1	TA	6	TF	1	Attchd	1949.0	Unf	1	684.652172	TA	TA	Y	179.549126	39.718142	-17.756941	0	0	0	0	9	2009	WD	Normal	133000
874	875	50	RMD	52.0	5720	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Artery	Norm	1Fam	1.5Fin	5	6	1941	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	676	676	GasA	Ex	Y	SBrkr	676	455	0	1131	0	0	1	1	3	1	TA	5	TF	0	Detchd	1941.0	Unf	1	713.690868	TA	TA	Y	-63.211910	-49.085970	-26.878398	0	0	0	0	8	2009	WD	Abnorml	66500
875	876	60	FVR	75.0	9000	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	2Story	8	5	2007	2007	Gable	SS	CemntBd	CmentBd	None	0.0	Gd	TA	PC	Gd	TA	Av	GLQ	64	Unf	0	1120	1184	GasA	Ex	Y	SBrkr	1184	1426	0	2610	0	0	2	1	4	1	Ex	11	TF	1	BuiltIn	2007.0	Fin	2	832.063819	TA	TA	Y	229.682493	-78.521840	-18.435631	0	0	0	0	8	2007	New	Partial	303477
876	877	20	RLD	94.0	25286	Paved	Reg	HLS	AllPub	I	MS	Mitchel	Norm	Norm	1Fam	1Story	4	5	1963	1963	Gable	SS	HdBoard	Plywood	None	0.0	TA	TA	PC	TA	TA	Gd	ALQ	633	Unf	0	431	1064	GasA	Gd	Y	SBrkr	1040	0	0	1040	1	0	1	0	3	1	TA	5	TF	0	Attchd	1963.0	Unf	2	740.918043	TA	TA	Y	-160.966594	0.306219	91.258869	0	0	0	0	1	2007	WD	Normal	132250
877	878	60	RLD	74.0	8834	Paved	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	2Story	9	5	2004	2005	Hip	SS	VinylSd	VinylSd	Stone	216.0	Gd	TA	PC	Ex	TA	No	GLQ	1170	Unf	0	292	1462	GasA	Ex	Y	SBrkr	1462	762	0	2224	1	0	2	1	4	1	Ex	10	TF	1	Attchd	2004.0	Fin	3	545.318153	TA	TA	Y	2.418895	141.014700	-56.563337	0	0	0	0	6	2009	WD	Normal	350000
878	879	85	RLD	88.0	11782	Paved	IR1	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	SFoyer	5	7	1961	1995	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	Av	ALQ	899	Unf	0	210	1109	GasA	TA	Y	SBrkr	1155	0	0	1155	1	0	1	0	3	1	Gd	6	MD2	0	Detchd	1987.0	Unf	2	64.478569	TA	TA	Y	184.323310	37.728219	130.493077	0	0	0	400	6	2010	WD	Normal	148000
879	880	20	RLD	NaN	7000	Paved	IR1	Lvl	AllPub	CulDSac	GS	CollgCr	Norm	Norm	1Fam	1Story	5	8	1978	2005	Gable	SS	VinylSd	VinylSd	BrkFace	90.0	Gd	Gd	CB	TA	TA	No	ALQ	646	Unf	0	218	864	GasA	Ex	Y	SBrkr	864	0	0	864	1	0	1	0	3	1	TA	6	TF	0	Attchd	1978.0	Unf	1	437.779183	TA	TA	Y	95.131526	39.008690	-31.243305	0	0	0	0	7	2009	WD	Normal	136500
880	881	20	RLD	60.0	7024	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	5	5	2005	2006	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Ex	Gd	No	ALQ	980	Unf	0	110	1090	GasA	Gd	Y	SBrkr	1090	0	0	1090	1	0	1	1	2	1	TA	5	TF	0	Attchd	2005.0	Fin	2	614.942775	TA	TA	Y	154.160470	25.143829	29.529759	0	0	0	0	6	2007	WD	Normal	157000
881	882	50	RLD	44.0	13758	Paved	IR1	Lvl	AllPub	CulDSac	GS	Timber	Norm	Norm	1Fam	1.5Fin	7	5	1990	1991	Gable	SS	HdBoard	HdBoard	BrkFace	117.0	Gd	Gd	CB	Gd	TA	Mn	LwQ	902	Unf	0	254	1156	GasA	Ex	Y	SBrkr	1187	530	0	1717	0	0	2	1	3	1	Gd	7	TF	1	Attchd	1990.0	RFn	2	388.672543	TA	TA	Y	184.762806	32.117054	-37.105307	0	0	0	0	4	2007	WD	Normal	187500
882	883	60	RLD	NaN	9636	Paved	IR1	Lvl	AllPub	C	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	1992	1993	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0	Unf	0	808	808	GasA	Gd	Y	SBrkr	808	785	0	1593	0	0	2	1	3	1	TA	7	TF	1	BuiltIn	1993.0	RFn	2	553.778730	TA	TA	Y	254.690570	76.981117	-96.424165	0	0	0	0	12	2009	WD	Normal	178000
883	884	75	RLD	60.0	6204	Paved	Reg	Bnk	AllPub	I	GS	SWISU	Norm	Norm	1Fam	2.5Fin	4	5	1912	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	Gd	TA	PC	TA	Fa	No	Unf	0	Unf	0	795	795	GasA	TA	N	SBrkr	954	795	481	2230	1	0	1	0	5	1	TA	10	TF	0	Detchd	1997.0	Unf	1	392.638861	TA	Gd	Y	-108.204932	91.723731	109.894920	0	0	0	0	3	2006	WD	Normal	118500
884	885	20	RLD	65.0	7150	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1967	1967	Gable	SS	HdBoard	HdBoard	BrkFace	60.0	TA	TA	CB	TA	TA	No	BLQ	432	Unf	0	460	892	GasA	TA	Y	SBrkr	892	0	0	892	0	0	1	0	3	1	TA	5	TF	0	Attchd	1967.0	RFn	1	55.499616	TA	TA	Y	297.720085	34.478915	-66.066530	0	0	0	0	7	2009	WD	Normal	100000
885	886	120	FVR	50.0	5119	Paved	IR1	Lvl	AllPub	CulDSac	GS	Somerst	Norm	Norm	TwnhsE	1Story	9	5	1999	2000	Gable	SS	MetalSd	MetalSd	BrkFace	60.0	Gd	TA	PC	Ex	TA	Av	GLQ	1238	Unf	0	460	1698	GasA	Ex	Y	SBrkr	1709	0	0	1709	1	0	2	0	2	1	Gd	5	TF	1	Attchd	1999.0	Fin	2	372.809905	TA	TA	Y	-149.772395	3.143612	-4.562838	0	0	0	0	1	2008	CWD	Abnorml	328900
886	887	90	RLD	70.0	8393	Paved	Reg	Lvl	AllPub	C	GS	NAmes	Norm	Norm	Duplex	1Story	5	5	1959	2005	Gable	SS	MetalSd	MetalSd	BrkFace	122.0	TA	TA	CB	TA	TA	No	LwQ	528	Unf	0	1098	1626	GasA	Ex	Y	SBrkr	1712	0	0	1712	0	0	2	0	4	2	TA	8	TF	0	Attchd	2005.0	Fin	2	473.989401	TA	TA	Y	-139.992902	96.783882	-2.228240	0	0	0	0	6	2006	WD	Family	145000
887	888	50	RLD	59.0	16466	Paved	IR1	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1.5Fin	5	7	1955	1955	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	PC	TA	TA	No	Unf	0	Unf	0	816	816	GasA	TA	Y	SBrkr	872	521	0	1393	0	0	1	1	3	1	TA	8	TF	0	Attchd	1955.0	Unf	1	447.353446	TA	TA	Y	-167.922408	-20.530408	67.430016	0	265	0	0	4	2008	WD	Normal	135500
888	889	20	RLD	95.0	15865	Paved	IR1	Lvl	AllPub	I	MS	NAmes	Norm	Norm	1Fam	1Story	8	6	1970	1970	Flat	TG	Wd Sdng	Wd Sdng	None	0.0	Gd	Gd	PC	TA	Gd	Gd	ALQ	351	Rec	823	1043	2217	GasA	Ex	Y	SBrkr	2217	0	0	2217	1	0	2	0	4	1	Gd	8	TF	1	Attchd	1970.0	Unf	2	322.494391	TA	TA	Y	158.738263	25.549030	51.117981	0	224	0	0	10	2007	WD	Normal	268000
889	890	20	RLD	128.0	12160	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Feedr	Norm	1Fam	1Story	6	4	1953	1953	Hip	SS	Wd Sdng	Wd Sdng	BrkFace	90.0	TA	TA	CB	TA	TA	No	BLQ	1024	Unf	0	481	1505	GasA	Ex	Y	SBrkr	1505	0	0	1505	1	0	1	0	2	1	TA	6	TF	1	Attchd	1953.0	RFn	2	275.461627	TA	TA	Y	269.251343	-23.529471	-72.824522	162	0	0	0	2	2009	WD	Normal	149500
890	891	50	RLD	60.0	8064	Paved	Reg	Lvl	AllPub	C	GS	NAmes	Artery	Norm	1Fam	1.5Fin	5	7	1949	2006	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	CB	TA	TA	Mn	Unf	0	Unf	0	672	672	GasA	Ex	Y	SBrkr	672	252	0	924	0	0	1	0	3	1	TA	6	TF	1	Detchd	2003.0	Unf	2	701.702511	TA	TA	Y	-18.363025	51.033378	-16.382943	0	0	0	2000	7	2007	WD	Normal	122900
891	892	60	RLD	70.0	11184	Paved	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	2Story	6	5	1978	1978	Hip	SS	HdBoard	HdBoard	BrkFace	92.0	TA	TA	CB	TA	TA	No	LwQ	226	Rec	500	192	918	GasA	Gd	Y	SBrkr	918	765	0	1683	0	0	2	1	3	1	TA	7	TF	1	Attchd	1978.0	RFn	2	329.476874	TA	TA	Y	16.249828	114.887321	122.541866	0	0	0	0	7	2009	WD	Normal	172500
892	893	20	RLD	70.0	8414	Paved	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	6	8	1963	2003	Hip	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	GLQ	663	Unf	0	396	1059	GasA	TA	Y	SBrkr	1068	0	0	1068	0	1	1	0	3	1	TA	6	TF	0	Attchd	1963.0	RFn	1	531.054117	TA	TA	Y	-11.123014	-106.120792	69.154075	0	0	0	0	2	2006	WD	Normal	154500
893	894	20	RLD	NaN	13284	Paved	Reg	Lvl	AllPub	I	GS	Sawyer	PosN	Norm	1Fam	1Story	5	5	1954	1954	Gable	SS	Wd Sdng	Plywood	None	0.0	TA	TA	PC	Gd	TA	Mn	BLQ	1064	Unf	0	319	1383	GasA	TA	Y	SBrkr	1383	0	0	1383	1	0	1	0	3	1	TA	6	TF	1	Attchd	1954.0	Unf	1	974.445576	TA	TA	Y	-1.522969	102.277931	61.820853	0	0	0	0	6	2008	WD	Normal	165000
894	895	90	RLD	64.0	7018	Paved	Reg	Bnk	AllPub	I	GS	SawyerW	Norm	Norm	Duplex	1Story	5	5	1979	1979	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	SL	NaN	NaN	NaN	NaN	0	NaN	0	0	0	GasA	TA	Y	SBrkr	1535	0	0	1535	0	0	2	0	4	2	TA	8	TF	0	Attchd	1979.0	Unf	2	518.841354	TA	TA	Y	-307.235997	63.238109	155.114626	0	0	0	0	6	2009	WD	Alloca	118858
895	896	60	RLD	71.0	7056	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	2Story	6	5	1963	1963	Hip	SS	HdBoard	HdBoard	BrkFace	415.0	TA	TA	CB	TA	TA	No	BLQ	400	Unf	0	380	780	GasA	TA	Y	SBrkr	983	813	0	1796	1	0	1	1	4	1	TA	8	TF	1	Attchd	1963.0	RFn	2	456.798934	TA	TA	Y	17.319148	-1.753881	-24.096221	0	0	0	0	10	2008	WD	Normal	140000
896	897	30	RMD	50.0	8765	Paved	Reg	Lvl	AllPub	I	GS	IDOTRR	Norm	Norm	1Fam	1Story	4	6	1936	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	ALQ	285	Unf	0	666	951	GasA	Ex	N	SBrkr	951	0	0	951	0	0	1	0	2	1	TA	6	TF	0	Detchd	1936.0	Unf	1	702.558448	TA	TA	Y	215.621067	89.083797	43.189258	0	0	0	0	4	2006	WD	Abnorml	106500
897	898	90	RLD	64.0	7018	Paved	Reg	Lvl	AllPub	I	GS	SawyerW	Feedr	Norm	Duplex	2Story	5	5	1979	1979	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	SL	NaN	NaN	NaN	NaN	0	NaN	0	0	0	GasA	TA	Y	SBrkr	1120	1120	0	2240	0	0	2	0	6	2	TA	12	TF	0	Detchd	1979.0	Unf	2	510.637355	TA	TA	Y	144.406840	116.843439	-81.386683	0	0	0	0	6	2009	WD	Alloca	142953
898	899	20	RLD	100.0	12919	Paved	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	1Story	9	5	2009	2010	Hip	SS	VinylSd	VinylSd	Stone	760.0	Ex	TA	PC	Ex	TA	Gd	GLQ	2188	Unf	0	142	2330	GasA	Ex	Y	SBrkr	2364	0	0	2364	1	0	2	1	2	1	Ex	11	TF	2	Attchd	2009.0	Fin	3	833.312428	TA	TA	Y	118.818801	22.685384	36.589583	0	0	0	0	3	2010	New	Partial	611657
899	900	20	RLD	65.0	6993	Paved	Reg	Lvl	AllPub	I	GS	Sawyer	Feedr	Norm	1Fam	1Story	5	7	1961	1994	Gable	SS	HdBoard	Plywood	None	0.0	TA	TA	CB	TA	TA	No	BLQ	465	Unf	0	447	912	GasA	TA	Y	SBrkr	1236	0	0	1236	0	0	1	0	3	1	TA	6	TF	1	Attchd	1961.0	Unf	1	326.828742	TA	TA	Y	69.116028	120.635242	90.575104	0	0	0	0	6	2006	WD	Normal	135000
900	901	20	RLD	NaN	7340	Paved	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	4	6	1971	1971	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	ALQ	322	Unf	0	536	858	GasA	TA	Y	SBrkr	858	0	0	858	0	0	1	0	2	1	TA	4	TF	0	Detchd	1979.0	Unf	1	466.584658	TA	TA	Y	20.585739	171.916538	7.822354	0	0	0	0	6	2007	WD	Normal	110000
901	902	20	RLD	64.0	8712	Paved	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1957	2000	Hip	SS	MetalSd	MetalSd	None	0.0	TA	Gd	CB	TA	TA	Mn	BLQ	860	Unf	0	132	992	GasA	TA	Y	SBrkr	1306	0	0	1306	1	0	1	0	2	1	TA	5	TF	0	Detchd	1968.0	Unf	1	461.225498	TA	TA	Y	272.629692	49.521823	23.160098	0	0	0	0	5	2009	WD	Normal	153000
902	903	60	RLD	63.0	7875	Paved	Reg	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	7	5	2003	2003	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	783	783	GasA	Ex	Y	SBrkr	807	702	0	1509	0	0	2	1	3	1	Gd	8	TF	1	Attchd	2003.0	Fin	2	220.725532	TA	TA	Y	139.416800	41.024471	154.854797	0	0	0	0	7	2006	WD	Normal	180000
903	904	20	RLD	50.0	14859	Paved	IR1	HLS	AllPub	CulDSac	GS	Gilbert	Norm	Norm	1Fam	1Story	7	5	2006	2006	Hip	SS	VinylSd	VinylSd	BrkFace	27.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	1670	1670	GasA	Ex	Y	SBrkr	1670	0	0	1670	0	0	2	0	3	1	Gd	7	TF	1	Attchd	2006.0	RFn	3	610.455660	TA	TA	Y	307.070024	118.014073	-19.075459	0	0	0	0	8	2006	New	Partial	240000
904	905	20	RLD	NaN	6173	Paved	IR1	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	6	1967	1967	Gable	SS	HdBoard	Wd Sdng	BrkFace	75.0	TA	TA	CB	TA	TA	No	GLQ	599	Unf	0	277	876	GasA	TA	Y	SBrkr	902	0	0	902	0	0	1	0	3	1	TA	6	TF	0	Attchd	1967.0	Unf	1	965.024240	TA	TA	Y	79.476220	96.016063	-17.305113	0	0	0	0	8	2007	WD	Normal	125500
905	906	20	RLD	80.0	9920	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1954	1954	Gable	SS	HdBoard	HdBoard	Stone	110.0	TA	TA	CB	TA	TA	No	Rec	354	LwQ	290	412	1056	GasA	TA	Y	SBrkr	1063	0	0	1063	1	0	1	0	3	1	TA	6	TF	0	Attchd	1954.0	RFn	1	399.822769	TA	TA	Y	-7.326715	45.106437	34.640589	0	0	0	0	2	2010	WD	Normal	128000
906	907	20	RLD	116.0	13501	Paved	IR1	Lvl	AllPub	C	GS	Somerst	Norm	Norm	1Fam	1Story	8	5	2006	2006	Gable	SS	VinylSd	VinylSd	Stone	208.0	Gd	TA	PC	Gd	TA	No	GLQ	63	Unf	0	1560	1623	GasA	Ex	Y	SBrkr	1636	0	0	1636	1	0	2	0	3	1	Gd	8	TF	1	Attchd	2006.0	RFn	3	484.796539	TA	TA	Y	139.243679	-22.242663	-18.405778	0	0	0	0	6	2007	WD	Normal	255000
907	908	50	RLD	86.0	11500	Paved	IR1	Lvl	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	1.5Fin	7	7	1936	1987	Gable	SS	BrkFace	BrkFace	None	0.0	Gd	TA	CB	Gd	TA	No	Rec	223	Unf	0	794	1017	GasA	Gd	Y	SBrkr	1020	1037	0	2057	0	0	1	1	3	1	Gd	6	TF	1	Attchd	1936.0	Fin	1	585.351958	Fa	TA	Y	44.793874	1.469393	86.128726	0	322	0	0	6	2006	WD	Normal	250000
908	909	20	RLD	NaN	8885	Paved	IR1	Low	AllPub	I	MS	Mitchel	Norm	Norm	1Fam	1Story	5	5	1983	1983	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	Gd	TA	Av	BLQ	301	ALQ	324	239	864	GasA	TA	Y	SBrkr	902	0	0	902	1	0	1	0	2	1	TA	5	TF	0	Attchd	1983.0	Unf	2	419.593530	TA	TA	Y	95.949699	21.305827	55.531853	0	0	0	0	6	2006	WD	Normal	131000
909	910	60	RLD	149.0	12589	Paved	IR2	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	2005	2005	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	742	742	GasA	Ex	Y	SBrkr	742	742	0	1484	0	0	2	1	3	1	Gd	8	TF	1	Attchd	2005.0	Fin	2	42.337709	TA	TA	Y	135.251277	128.453900	-12.018150	0	0	0	0	6	2009	WD	Normal	174000
910	911	90	RLD	80.0	11600	Paved	Reg	Lvl	AllPub	C	GS	NAmes	Feedr	Norm	Duplex	2Story	5	5	1960	1960	Gable	SS	MetalSd	MetalSd	BrkFace	361.0	TA	TA	CB	TA	TA	No	Rec	443	Unf	0	662	1105	GasA	TA	Y	FuseA	1105	1169	0	2274	0	0	2	0	5	2	TA	12	TF	0	Detchd	1960.0	Unf	2	332.497859	TA	TA	Y	-30.684377	2.282171	-42.634133	0	0	0	0	1	2010	WD	Normal	154300
911	912	20	RLD	NaN	9286	Paved	IR1	Lvl	AllPub	CulDSac	MS	CollgCr	Norm	Norm	1Fam	1Story	5	7	1977	1989	Gable	SS	HdBoard	Plywood	None	0.0	TA	TA	CB	Gd	Gd	Av	ALQ	196	Unf	0	1072	1268	GasA	TA	Y	SBrkr	1268	0	0	1268	0	0	1	1	3	1	Gd	5	TF	0	Detchd	1978.0	Unf	1	428.808016	TA	TA	Y	261.507615	104.887828	-66.934133	0	0	0	0	10	2009	WD	Normal	143500
912	913	30	RMD	51.0	6120	Paved	Reg	Lvl	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	1Story	5	7	1925	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	TA	No	Rec	489	Unf	0	279	768	GasA	TA	N	SBrkr	1015	0	0	1015	0	0	1	0	3	1	TA	6	MD1	0	Detchd	1925.0	Unf	1	833.725814	TA	TA	Y	-196.139863	21.510087	35.267294	0	120	0	620	7	2006	WD	Abnorml	88000
913	914	90	RHD	82.0	6270	Paved	Reg	HLS	AllPub	I	GS	Crawfor	Norm	Norm	Duplex	2Story	5	6	1949	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	BLQ	284	Unf	0	717	1001	GasA	TA	N	FuseA	1001	1001	0	2002	0	0	2	0	4	2	TA	8	TF	0	2TFes	1949.0	Unf	3	669.198652	TA	TA	Y	27.131576	73.805495	11.158475	0	0	0	0	8	2007	WD	Normal	145000
914	915	160	FVR	30.0	3000	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	TwnhsE	2Story	6	5	2009	2009	Gable	SS	VinylSd	VinylSd	Stone	76.0	Gd	TA	PC	Gd	TA	Av	GLQ	294	Unf	0	318	612	GasA	Ex	Y	SBrkr	612	612	0	1224	0	0	2	1	2	1	Gd	4	TF	0	Detchd	2009.0	RFn	2	362.125389	TA	TA	Y	96.090541	6.638452	1.778919	0	0	0	0	6	2009	New	Partial	173733
915	916	160	RMD	21.0	2001	Paved	Reg	Lvl	AllPub	I	GS	MeadowV	Norm	Norm	Twnhs	2Story	4	5	1970	1970	Gable	SS	CemntBd	CmentBd	BrkFace	80.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	546	546	GasA	Fa	Y	SBrkr	546	546	0	1092	0	0	1	1	3	1	TA	6	TF	0	Attchd	1970.0	Unf	1	453.587340	TA	TA	Y	-77.982169	72.436845	18.642652	0	0	0	0	1	2007	WD	Normal	75000
916	917	20	Commer	50.0	9000	Paved	Reg	Lvl	AllPub	I	GS	IDOTRR	Norm	Norm	1Fam	1Story	2	3	1949	1950	Gable	SS	AsbShng	AsbShng	None	0.0	TA	TA	CB	TA	TA	Av	BLQ	50	Unf	0	430	480	GasA	TA	N	FuseA	480	0	0	480	1	0	0	0	1	1	TA	4	TF	0	Detchd	1958.0	Unf	1	403.040068	TA	TA	Y	332.177027	110.046003	2.694119	0	0	0	0	10	2006	WD	Abnorml	35311
917	918	20	RLD	NaN	17140	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	4	6	1956	1956	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	No	ALQ	1059	Unf	0	75	1134	GasA	Ex	Y	FuseA	1229	0	0	1229	0	0	1	0	3	1	TA	6	TF	0	Attchd	1956.0	RFn	1	308.539941	TA	TA	Y	130.925615	-15.267574	-21.279400	0	0	0	0	4	2009	WD	Normal	135000
918	919	60	RLD	103.0	13125	Paved	IR1	Lvl	AllPub	C	GS	SawyerW	Norm	Norm	1Fam	2Story	7	5	1991	1991	Gable	SS	HdBoard	HdBoard	None	0.0	Gd	TA	PC	Ex	TA	Mn	BLQ	48	GLQ	634	422	1104	GasA	Ex	Y	SBrkr	912	1215	0	2127	1	0	2	1	4	1	Gd	8	TF	1	Attchd	1991.0	RFn	3	741.687946	TA	TA	Y	123.958181	-19.371047	-20.412415	0	0	0	0	11	2007	WD	Normal	238000
919	920	20	RLD	87.0	11029	Paved	IR1	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	6	8	1958	2002	Hip	SS	MetalSd	MetalSd	None	0.0	Ex	TA	CB	Gd	TA	No	ALQ	528	BLQ	411	245	1184	GasA	Ex	Y	SBrkr	1414	0	0	1414	1	0	1	0	3	1	TA	6	MD1	1	Attchd	1990.0	Unf	2	410.529927	TA	TA	Y	-45.693405	117.139805	-6.520354	0	190	0	0	5	2008	WD	Normal	176500
920	921	60	RLD	70.0	8462	Paved	IR1	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	2Story	6	5	1994	1994	Gable	SS	HdBoard	HdBoard	BrkFace	105.0	Gd	Gd	PC	Gd	Gd	No	GLQ	814	Unf	0	114	928	GasA	Ex	Y	SBrkr	936	785	0	1721	0	1	2	1	3	1	Gd	7	TF	0	Attchd	1994.0	RFn	2	284.843920	TA	TA	Y	-105.307866	144.229116	89.950324	0	0	0	0	7	2007	WD	Normal	201000
921	922	90	RLD	67.0	8777	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Feedr	Norm	Duplex	1.5Fin	5	7	1900	2003	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	ALQ	1084	Unf	0	188	1272	GasA	Gd	Y	SBrkr	1272	928	0	2200	2	0	2	2	4	2	TA	9	TF	0	NaN	NaN	NaN	0	551.672575	NaN	NaN	N	334.844025	109.709465	-33.859460	0	0	0	0	9	2008	WD	Normal	145900
922	923	20	RLD	65.0	10237	Paved	Reg	Lvl	AllPub	I	GS	Gilbert	RRAn	Norm	1Fam	1Story	6	5	2005	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	28	Unf	0	1288	1316	GasA	Ex	Y	SBrkr	1316	0	0	1316	0	0	2	0	3	1	Gd	6	TF	1	Attchd	2005.0	Fin	2	614.574181	TA	TA	Y	-41.475527	17.557072	13.073047	23	0	0	0	10	2006	New	Partial	169990
923	924	120	RLD	50.0	8012	Paved	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	TwnhsE	1Story	6	5	1993	1994	Gable	SS	Plywood	Plywood	None	0.0	Gd	TA	PC	Gd	TA	No	LwQ	165	GLQ	841	598	1604	GasA	Ex	Y	SBrkr	1617	0	0	1617	1	0	2	0	2	1	Gd	5	TF	1	Attchd	1993.0	RFn	2	862.673540	TA	TA	Y	-23.593904	-158.644496	14.888033	0	0	0	0	7	2008	WD	Normal	193000
924	925	20	RLD	79.0	10240	Paved	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	1Story	6	6	1980	1980	Gable	SS	Plywood	Plywood	BrkFace	157.0	TA	Gd	CB	Gd	TA	No	BLQ	625	LwQ	1061	0	1686	GasA	TA	Y	SBrkr	1686	0	0	1686	1	0	2	0	3	1	TA	7	TF	1	Attchd	1980.0	Unf	2	483.266886	TA	TA	Y	81.829754	-24.046373	-68.788590	0	0	0	0	5	2006	WD	Normal	207500
925	926	20	RLD	NaN	15611	Paved	IR1	Lvl	AllPub	C	GS	NWAmes	Norm	Norm	1Fam	1Story	5	6	1977	1977	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	Av	ALQ	767	LwQ	93	266	1126	GasA	TA	Y	SBrkr	1126	0	0	1126	0	1	2	0	3	1	Ex	6	TF	0	Attchd	1977.0	RFn	2	547.442014	TA	TA	Y	248.894709	80.257803	113.062428	0	0	0	0	3	2008	WD	Abnorml	175000
926	927	60	RLD	93.0	11999	Paved	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	2Story	8	5	2003	2004	Hip	SS	VinylSd	VinylSd	BrkFace	340.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	1181	1181	GasA	Ex	Y	SBrkr	1234	1140	0	2374	0	0	2	1	4	1	Ex	10	TF	1	BuiltIn	2003.0	Fin	3	397.314819	TA	TA	Y	-49.897206	82.509681	-22.596042	0	0	0	0	5	2007	WD	Normal	285000
927	928	60	RLD	NaN	9900	Paved	Reg	Lvl	AllPub	I	GS	NWAmes	Feedr	Norm	1Fam	2Story	7	5	1968	1968	Gable	SS	MetalSd	MetalSd	BrkFace	342.0	TA	TA	CB	TA	TA	No	BLQ	552	Unf	0	280	832	GasA	Gd	Y	SBrkr	1098	880	0	1978	0	0	2	1	4	1	TA	9	TF	1	Attchd	1968.0	RFn	2	-129.369350	TA	TA	Y	45.521551	102.015504	67.672658	0	0	0	0	4	2008	WD	Normal	176000
928	929	20	RLD	NaN	11838	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	8	5	2001	2001	Hip	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	Unf	0	Unf	0	1753	1753	GasA	Ex	Y	SBrkr	1788	0	0	1788	0	0	2	0	3	1	Ex	7	TF	1	Attchd	2001.0	RFn	2	580.619712	TA	TA	Y	175.438368	-1.192143	10.797044	0	0	0	0	6	2009	WD	Normal	236500
929	930	60	RLD	NaN	13006	Paved	IR1	Lvl	AllPub	C	GS	Gilbert	Norm	Norm	1Fam	2Story	7	5	1997	1997	Gable	SS	HdBoard	HdBoard	BrkFace	285.0	TA	TA	PC	Gd	TA	No	Unf	0	Unf	0	964	964	GasA	Gd	Y	SBrkr	993	1243	0	2236	0	0	2	1	4	1	Gd	8	TF	1	BuiltIn	1997.0	Fin	2	954.178217	TA	TA	Y	25.952550	52.631230	45.847902	0	0	0	0	11	2006	WD	Normal	222000
930	931	20	RLD	73.0	8925	Paved	IR1	HLS	AllPub	I	GS	Timber	Norm	Norm	1Fam	1Story	8	5	2007	2007	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	GLQ	16	Unf	0	1450	1466	GasA	Ex	Y	SBrkr	1466	0	0	1466	0	0	2	0	3	1	Gd	7	TF	0	Attchd	2007.0	Fin	3	106.596217	TA	TA	Y	75.794708	13.798240	183.529317	0	0	0	0	7	2009	WD	Normal	201000
931	932	20	RLD	70.0	9100	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1965	1965	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	No	BLQ	338	Rec	466	121	925	GasA	Ex	Y	SBrkr	925	0	0	925	0	1	1	0	2	1	TA	5	TF	0	Detchd	1965.0	Unf	1	-124.832254	TA	TA	Y	24.420522	-17.355061	95.795569	0	0	0	0	7	2009	WD	Normal	117500
932	933	20	RLD	84.0	11670	Paved	IR1	Lvl	AllPub	C	GS	Somerst	RRNn	Norm	1Fam	1Story	9	5	2006	2006	Hip	SS	VinylSd	ImStucc	Stone	302.0	Ex	TA	PC	Ex	Gd	No	Unf	0	Unf	0	1905	1905	GasA	Ex	Y	SBrkr	1905	0	0	1905	0	0	2	0	3	1	Ex	8	TF	1	Attchd	2006.0	Fin	3	243.143446	TA	TA	Y	123.938815	164.867273	-3.566007	0	0	0	0	3	2007	WD	Normal	320000
933	934	20	RLD	63.0	8487	Paved	Reg	Lvl	AllPub	FR2P	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2004	2004	Gable	SS	VinylSd	VinylSd	BrkFace	210.0	Gd	TA	PC	Gd	TA	Av	GLQ	20	Unf	0	1480	1500	GasA	Ex	Y	SBrkr	1500	0	0	1500	0	0	2	0	3	1	Gd	6	TF	0	Attchd	2004.0	RFn	2	400.245794	TA	TA	Y	128.445929	47.754598	80.477477	0	0	0	0	8	2009	WD	Normal	190000
934	935	20	RLD	313.0	27650	Paved	IR2	HLS	AllPub	I	MS	NAmes	PosA	Norm	1Fam	1Story	7	7	1960	2007	Flat	TG	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	Gd	TA	Gd	GLQ	425	Unf	0	160	585	GasA	Ex	Y	SBrkr	2069	0	0	2069	1	0	2	0	4	1	Gd	9	TF	1	Attchd	1960.0	RFn	2	160.493466	TA	TA	Y	262.155900	16.249955	-2.966722	0	0	0	0	11	2008	WD	Normal	242000
935	936	30	RLD	52.0	5825	Paved	IR1	Lvl	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	1Story	4	5	1926	1953	Gable	SS	MetalSd	MetalSd	BrkFace	108.0	TA	Gd	PC	Fa	TA	Mn	Unf	0	Unf	0	600	600	GasA	Gd	Y	SBrkr	747	0	0	747	0	0	1	0	1	1	TA	5	TF	0	Detchd	1953.0	Unf	2	523.682119	TA	TA	Y	-66.750479	113.564260	76.887401	0	0	0	0	6	2006	WD	Normal	79900
936	937	20	RLD	67.0	10083	Paved	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	1Story	7	5	2003	2003	Gable	SS	VinylSd	VinylSd	NaN	NaN	Gd	TA	PC	Gd	TA	No	GLQ	833	Unf	0	343	1176	GasA	Ex	Y	SBrkr	1200	0	0	1200	1	0	2	0	2	1	Gd	5	TF	0	Attchd	2003.0	RFn	2	840.473473	TA	TA	Y	139.506560	63.512028	-119.452318	0	0	0	0	8	2009	WD	Normal	184900
937	938	60	RLD	75.0	9675	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	2Story	7	5	2005	2005	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Mn	GLQ	341	Unf	0	772	1113	GasA	Ex	Y	SBrkr	1113	858	0	1971	0	0	2	1	3	1	Gd	8	TF	1	Attchd	2005.0	RFn	2	117.631529	TA	TA	Y	74.566669	14.890695	32.195633	0	0	0	0	2	2009	WD	Normal	253000
938	939	60	RLD	73.0	8760	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2006	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	Gd	Mn	GLQ	464	Unf	0	927	1391	GasA	Ex	Y	SBrkr	1391	571	0	1962	0	0	2	1	3	1	Gd	7	TF	0	Attchd	2006.0	RFn	3	442.207267	TA	TA	Y	253.637673	178.230525	123.112983	0	0	0	0	8	2006	New	Partial	239799
939	940	70	RLD	NaN	24090	Paved	Reg	Lvl	AllPub	I	GS	ClearCr	Norm	Norm	1Fam	2Story	7	7	1940	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	CB	TA	TA	Mn	Unf	0	Unf	0	1032	1032	GasA	Ex	Y	SBrkr	1207	1196	0	2403	0	0	2	0	4	1	TA	10	TF	2	Attchd	1940.0	Unf	1	599.731213	TA	TA	Y	34.786504	-36.614813	20.767947	0	0	0	0	6	2010	COD	Normal	244400
940	941	90	RLD	55.0	12640	Paved	IR1	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	Duplex	1Story	6	5	1976	1976	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	TA	TA	Gd	Rec	936	LwQ	396	396	1728	GasA	TA	Y	SBrkr	1728	0	0	1728	0	0	2	0	4	2	TA	8	TF	0	Attchd	1976.0	Unf	2	56.383290	TA	TA	Y	283.628935	7.519928	1.415769	0	0	0	0	7	2006	WD	Normal	150900
941	942	60	RLD	NaN	8755	Paved	IR1	Lvl	AllPub	FR2P	GS	Gilbert	RRNn	Norm	1Fam	2Story	7	5	1999	1999	Gable	SS	VinylSd	VinylSd	BrkFace	298.0	Gd	TA	PC	Gd	TA	No	ALQ	772	Unf	0	220	992	GasA	Ex	Y	SBrkr	1022	1038	0	2060	1	0	2	1	3	1	Gd	8	TF	1	BuiltIn	1999.0	RFn	2	545.863083	TA	TA	Y	-0.885287	80.352486	-22.221779	168	0	0	0	6	2009	WD	Normal	214000
942	943	90	RLD	42.0	7711	Paved	IR1	Lvl	AllPub	I	GS	Edwards	Norm	Norm	Duplex	1Story	4	3	1977	1977	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	PC	Gd	TA	Gd	GLQ	1440	Unf	0	0	1440	GasA	TA	Y	SBrkr	1440	0	0	1440	2	0	2	0	4	2	TA	8	TF	0	NaN	NaN	NaN	0	657.926942	NaN	NaN	N	82.463361	87.665773	8.008914	0	0	0	0	8	2007	Oth	Abnorml	150000
943	944	90	RLD	100.0	25000	Paved	Reg	Low	AllPub	I	GS	Mitchel	Norm	Norm	Duplex	1Story	5	4	1967	1967	Gable	SS	HdBoard	Plywood	None	0.0	TA	TA	CB	TA	TA	Av	Unf	0	Unf	0	1632	1632	GasA	TA	Y	SBrkr	1632	0	0	1632	0	0	2	0	4	2	TA	8	TF	0	Attchd	1967.0	Unf	2	638.160357	TA	TA	P	220.787256	19.771038	-77.490824	0	0	0	0	6	2007	WD	Normal	143000
944	945	20	RLD	NaN	14375	Paved	IR1	Lvl	NoSeWa	CulDSac	GS	Timber	Norm	Norm	1Fam	SLvl	6	6	1958	1958	Gable	SS	HdBoard	HdBoard	BrkFace	541.0	TA	TA	CB	TA	TA	No	GLQ	111	Rec	354	354	819	GasA	Gd	Y	FuseA	1344	0	0	1344	0	1	1	0	3	1	Gd	7	TF	1	Basment	1958.0	RFn	2	798.975817	TA	TA	Y	78.949915	125.385728	-15.981297	0	233	0	0	1	2009	COD	Abnorml	137500
945	946	50	RMD	98.0	8820	Paved	Reg	Lvl	AllPub	C	GS	OldTown	Norm	Norm	1Fam	1.5Fin	5	6	1890	1996	Hip	SS	VinylSd	VinylSd	None	0.0	TA	TA	BT	TA	TA	No	LwQ	1088	Unf	0	0	1088	GasA	TA	Y	SBrkr	1188	561	120	1869	0	0	1	0	2	1	TA	7	TF	0	Detchd	1963.0	Unf	2	237.795140	TA	TA	Y	-35.237964	37.579287	173.696433	0	0	0	0	9	2009	WD	Normal	124900
946	947	80	RLD	70.0	8163	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	SLvl	5	6	1959	1959	Gable	SS	HdBoard	HdBoard	BrkFace	128.0	TA	Gd	CB	TA	TA	Av	ALQ	748	BLQ	294	102	1144	GasA	TA	Y	SBrkr	1144	0	0	1144	1	0	1	0	3	1	TA	6	TF	1	Attchd	1959.0	RFn	1	847.162652	TA	TA	Y	-39.697694	79.361368	77.223054	0	0	0	0	3	2006	WD	Normal	143000
947	948	20	RLD	85.0	14536	Paved	Reg	Lvl	AllPub	I	GS	Timber	Norm	Norm	1Fam	1Story	8	5	2002	2003	Hip	SS	VinylSd	VinylSd	BrkFace	236.0	Gd	TA	PC	Gd	TA	Av	GLQ	1300	Unf	0	316	1616	GasA	Ex	Y	SBrkr	1629	0	0	1629	1	0	2	0	3	1	Gd	9	TF	1	Attchd	2002.0	Fin	3	344.425363	TA	TA	Y	100.676205	73.013123	-54.653014	0	0	0	0	11	2007	WD	Normal	270000
948	949	60	RLD	65.0	14006	Paved	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2002	2002	Gable	SS	VinylSd	VinylSd	BrkFace	144.0	Gd	TA	PC	Gd	TA	NaN	Unf	0	Unf	0	936	936	GasA	Ex	Y	SBrkr	936	840	0	1776	0	0	2	1	3	1	Gd	7	TF	1	Attchd	2002.0	RFn	2	228.334480	TA	TA	Y	79.228029	77.238677	34.570937	0	0	0	0	2	2006	WD	Normal	192500
949	950	20	RLD	78.0	9360	Paved	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	1Story	6	7	1972	2006	Hip	SS	Plywood	Plywood	None	0.0	TA	TA	CB	TA	TA	No	ALQ	982	Unf	0	179	1161	GasA	TA	Y	SBrkr	1381	0	0	1381	1	0	1	1	3	1	Gd	5	TF	1	Attchd	1972.0	RFn	2	318.374305	TA	TA	Y	260.665377	92.630875	-65.372274	0	0	0	0	3	2010	WD	Normal	197500
950	951	20	RLD	60.0	7200	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	8	1950	2002	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	No	ALQ	398	BLQ	149	317	864	GasA	Gd	Y	SBrkr	864	0	0	864	1	0	1	0	3	1	Gd	5	TF	0	Detchd	1980.0	RFn	2	506.736865	TA	TA	Y	92.648545	7.139736	-8.585933	0	0	0	0	7	2007	WD	Normal	129000
951	952	20	RHD	60.0	7800	Paved	Reg	Lvl	AllPub	C	GS	SawyerW	Norm	Norm	1Fam	1Story	5	5	1965	1965	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	No	BLQ	641	Unf	0	187	828	GasA	Gd	Y	SBrkr	965	0	0	965	1	0	1	0	3	1	TA	6	TF	0	Detchd	1979.0	Unf	1	271.675736	TA	TA	Y	72.599829	41.129824	-55.787312	0	0	0	0	7	2006	WD	Abnorml	119900
952	953	85	RLD	60.0	7200	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	SFoyer	5	8	1972	2003	Gable	SS	WdShing	HdBoard	None	0.0	TA	Gd	CB	Gd	TA	Av	GLQ	660	Unf	0	108	768	GasA	Gd	Y	SBrkr	768	0	0	768	0	1	1	0	2	1	TA	5	TF	0	Detchd	1974.0	Fin	1	391.948284	TA	TA	Y	147.481448	188.831383	-18.881472	0	0	0	0	4	2009	WD	Normal	133900
953	954	60	RLD	NaN	11075	Paved	IR1	Lvl	AllPub	I	MS	Mitchel	Norm	Norm	1Fam	2Story	5	4	1969	1969	Gable	SS	HdBoard	HdBoard	BrkFace	232.0	TA	TA	CB	TA	TA	Av	ALQ	562	LwQ	193	29	784	GasA	Ex	Y	SBrkr	1168	800	0	1968	0	1	2	1	4	1	TA	7	MD2	1	Attchd	1969.0	RFn	2	478.604915	TA	TA	Y	85.494102	-34.867941	94.508796	0	0	0	400	9	2008	WD	Normal	172000
954	955	90	RLD	35.0	9400	Paved	IR1	Lvl	AllPub	CulDSac	GS	Edwards	Norm	Norm	Duplex	SFoyer	6	5	1975	1975	Flat	TG	WdShing	Plywood	BrkFace	250.0	TA	TA	CB	Gd	Gd	Gd	GLQ	945	Unf	0	0	945	GasA	TA	Y	SBrkr	980	0	0	980	0	2	2	0	4	0	TA	4	TF	0	NaN	NaN	NaN	0	956.263039	NaN	NaN	Y	150.213201	-34.771072	96.670533	0	0	0	0	10	2006	WD	AdjLand	127500
955	956	90	RHD	82.0	7136	Paved	IR1	HLS	AllPub	I	GS	Crawfor	Norm	Norm	Duplex	2Story	6	6	1946	1950	Gable	SS	MetalSd	MetalSd	BrkFace	423.0	TA	TA	CB	Gd	TA	No	Rec	484	Unf	0	495	979	GasA	TA	N	FuseF	979	979	0	1958	0	0	2	0	4	2	TA	8	TF	0	Attchd	1946.0	Unf	2	549.488371	TA	TA	Y	201.156571	-30.554654	24.449649	0	0	0	0	8	2007	WD	Normal	145000
956	957	160	RMD	24.0	1300	Paved	Reg	Lvl	AllPub	I	GS	Blueste	Norm	Norm	TwnhsE	2Story	6	6	1980	1980	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	Gd	TA	No	ALQ	285	Unf	0	276	561	GasA	TA	Y	SBrkr	561	668	0	1229	0	0	1	1	2	1	TA	5	TF	1	Attchd	1980.0	Fin	2	709.269258	TA	TA	Y	-32.158205	82.027821	-55.163491	0	0	0	0	5	2009	WD	Normal	124000
957	958	20	RLD	70.0	7420	Paved	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	5	1962	1962	Hip	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Rec	417	Unf	0	640	1057	GasA	TA	Y	SBrkr	1057	0	0	1057	0	0	1	0	3	1	TA	6	TF	0	Detchd	1977.0	Fin	2	412.563990	TA	TA	Y	98.575577	-8.089467	-3.819842	0	0	0	0	4	2007	WD	Normal	132000
958	959	20	RLD	65.0	8450	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2003	2003	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Mn	GLQ	699	Unf	0	638	1337	GasA	Ex	Y	SBrkr	1337	0	0	1337	1	0	2	0	3	1	Gd	6	TF	0	Attchd	2003.0	RFn	2	534.391470	TA	TA	Y	21.586148	-3.804200	70.885565	0	0	0	0	10	2007	WD	Normal	185000
959	960	160	FVR	24.0	2572	Paved	Reg	Lvl	AllPub	FR2P	GS	Somerst	Norm	Norm	Twnhs	2Story	7	5	1999	1999	Hip	SS	MetalSd	MetalSd	None	0.0	Gd	TA	PC	Gd	TA	No	ALQ	604	Unf	0	92	696	GasA	Ex	Y	SBrkr	696	720	0	1416	1	0	2	1	3	1	Gd	6	TF	0	Detchd	1999.0	Unf	2	805.466509	TA	TA	Y	96.337778	4.015191	-68.385221	0	0	0	0	5	2010	WD	Normal	155000
960	961	20	RLD	50.0	7207	Paved	IR1	Lvl	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	1Story	5	7	1958	2008	Gable	SS	Wd Sdng	Plywood	None	0.0	TA	Gd	CB	TA	TA	Gd	BLQ	696	Unf	0	162	858	GasA	Gd	Y	SBrkr	858	0	0	858	1	0	1	0	2	1	TA	4	TF	0	NaN	NaN	NaN	0	654.230804	NaN	NaN	Y	53.499379	104.582576	12.237703	0	0	0	0	2	2010	WD	Normal	116500
961	962	60	RLD	NaN	12227	Paved	IR1	Lvl	AllPub	C	GS	NWAmes	PosN	Norm	1Fam	2Story	6	7	1977	1995	Gable	SS	HdBoard	HdBoard	BrkFace	424.0	TA	Gd	CB	Gd	Gd	No	ALQ	896	Unf	0	434	1330	GasA	TA	Y	SBrkr	1542	1330	0	2872	1	0	2	1	4	1	TA	11	TF	1	Attchd	1977.0	Fin	2	461.245229	TA	TA	Y	31.675580	-48.627701	-6.226801	0	0	0	0	7	2008	WD	Normal	272000
962	963	160	RLD	24.0	2308	Paved	Reg	Lvl	AllPub	C	GS	NPkVill	Norm	Norm	TwnhsE	2Story	6	6	1976	1976	Gable	SS	Plywood	Brk Cmn	None	0.0	TA	TA	CB	Gd	TA	No	ALQ	556	Unf	0	248	804	GasA	TA	Y	SBrkr	804	744	0	1548	1	0	2	1	3	1	Gd	7	TF	1	Detchd	1976.0	Unf	2	454.696144	TA	TA	Y	71.242987	146.163273	54.725190	0	0	0	0	7	2007	WD	Normal	155000
963	964	20	RLD	122.0	11923	Paved	IR1	Lvl	AllPub	C	GS	CollgCr	Norm	Norm	1Fam	1Story	9	5	2007	2007	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Ex	TA	No	Unf	0	Unf	0	1800	1800	GasA	Ex	Y	SBrkr	1800	0	0	1800	0	0	2	0	2	1	Ex	7	TF	0	Attchd	2007.0	Fin	2	420.438345	TA	TA	Y	112.645604	80.418522	-21.902929	0	0	0	0	5	2009	WD	Normal	239000
964	965	60	RLD	80.0	11316	Paved	Reg	Lvl	AllPub	C	GS	Timber	Norm	Norm	1Fam	2Story	7	5	2002	2003	Gable	SS	VinylSd	VinylSd	BrkFace	44.0	Gd	TA	PC	Gd	TA	No	GLQ	624	Unf	0	193	817	GasA	Ex	Y	SBrkr	824	1070	0	1894	1	0	2	1	4	1	Gd	8	TF	1	BuiltIn	2002.0	Fin	2	695.971615	TA	TA	Y	116.399365	85.199497	95.458733	0	0	0	0	2	2010	WD	Normal	214900
965	966	60	RLD	65.0	10237	Paved	Reg	Lvl	AllPub	I	GS	Gilbert	RRAn	Norm	1Fam	2Story	6	5	2005	2007	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	783	783	GasA	Ex	Y	SBrkr	783	701	0	1484	0	0	2	1	3	1	Gd	8	TF	1	Attchd	2005.0	Fin	2	243.001778	TA	TA	Y	216.294836	12.532188	-63.647185	0	0	0	0	7	2007	New	Partial	178900
966	967	50	RLD	130.0	9600	Paved	IR1	HLS	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	1.5Fin	5	7	1940	1950	Gable	SS	MetalSd	MetalSd	None	0.0	Gd	Gd	BT	TA	Fa	No	Rec	428	Unf	0	300	728	GasA	Ex	Y	SBrkr	976	332	0	1308	1	0	1	1	2	1	TA	7	MD2	2	Detchd	1940.0	Unf	1	470.245896	TA	TA	Y	234.194343	133.698085	3.056207	0	0	0	0	6	2009	WD	Normal	160000
967	968	20	RLD	NaN	7390	Paved	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1955	1955	Hip	SS	Wd Sdng	Wd Sdng	BrkFace	151.0	TA	TA	CB	TA	TA	No	ALQ	902	Unf	0	196	1098	GasA	TA	Y	SBrkr	1098	0	0	1098	1	0	1	0	3	1	TA	6	TF	0	Attchd	1955.0	Unf	1	480.041489	TA	TA	Y	174.075652	125.925769	24.684179	0	0	0	0	7	2008	WD	Normal	135000
968	969	50	RMD	50.0	5925	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1.5Fin	3	6	1910	1950	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	600	600	Grav	Fa	N	SBrkr	600	368	0	968	0	0	1	0	2	1	TA	6	TF	0	NaN	NaN	NaN	0	361.323268	NaN	NaN	Y	170.471172	-45.260506	-61.479177	0	0	0	0	5	2009	WD	Abnorml	37900
969	970	190	RLD	75.0	10382	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	2fmCon	SLvl	6	5	1958	1958	Hip	SS	HdBoard	HdBoard	BrkFace	105.0	TA	Fa	CB	TA	TA	Gd	ALQ	513	Unf	0	75	588	GasA	TA	Y	SBrkr	1095	0	0	1095	1	0	1	0	2	1	TA	6	TF	0	Attchd	1958.0	RFn	1	256.172548	TA	TA	Y	-6.647933	111.346361	97.436074	0	0	0	0	3	2006	ConLD	Normal	140000
970	971	50	RLD	60.0	10800	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1.5Fin	4	4	1949	1950	Gable	SS	AsbShng	AsbShng	None	0.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	720	720	GasA	TA	N	FuseA	720	472	0	1192	0	0	1	1	4	1	TA	6	TF	0	NaN	NaN	NaN	0	263.738929	NaN	NaN	Y	37.508643	42.216950	-20.652286	0	0	0	0	12	2006	WD	Abnorml	135000
971	972	160	RLD	36.0	2268	Paved	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	Twnhs	2Story	7	5	2003	2004	Gable	SS	VinylSd	Wd Shng	Stone	106.0	Gd	TA	PC	Gd	TA	No	GLQ	567	Unf	0	197	764	GasA	Ex	Y	SBrkr	764	862	0	1626	0	0	2	0	2	1	Gd	6	TF	0	BuiltIn	2003.0	RFn	2	667.208497	TA	TA	Y	40.705920	11.858162	-58.448411	0	0	0	0	7	2009	WD	Normal	173000
972	973	120	RLD	55.0	7892	Paved	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	TwnhsE	1Story	6	5	1979	1979	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	Gd	TA	No	Unf	0	Unf	0	918	918	GasA	TA	Y	SBrkr	918	0	0	918	0	0	2	0	2	1	TA	5	TF	1	Attchd	1979.0	Unf	1	424.340025	TA	TA	Y	-11.742149	60.307516	57.880943	0	0	0	0	4	2010	WD	Normal	99500
973	974	20	FVR	95.0	11639	Paved	Reg	Lvl	AllPub	C	GS	Somerst	Norm	Norm	1Fam	1Story	7	5	2007	2008	Gable	SS	CemntBd	CmentBd	NaN	NaN	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	1428	1428	GasA	Ex	Y	SBrkr	1428	0	0	1428	0	0	2	0	3	1	Gd	6	TF	0	Attchd	2007.0	Fin	2	320.332125	TA	TA	Y	203.835980	66.355842	-73.453573	0	0	0	0	12	2008	New	Partial	182000
974	975	70	RLD	60.0	11414	Paved	IR1	Lvl	AllPub	C	GS	BrkSide	RRAn	Feedr	1Fam	2Story	7	8	1910	1993	Gable	SS	HdBoard	HdBoard	None	0.0	TA	Gd	BT	Gd	TA	No	Unf	0	Unf	0	728	728	GasA	TA	N	SBrkr	1136	883	0	2019	0	0	1	0	3	1	Gd	8	TF	0	Detchd	1997.0	Unf	2	126.563573	TA	TA	Y	80.356166	-34.478342	7.408244	0	0	0	0	10	2009	WD	Normal	167500
975	976	160	FVR	NaN	2651	Paved	Reg	Lvl	AllPub	FR2P	GS	Somerst	Norm	Norm	Twnhs	2Story	7	5	2000	2000	Gable	SS	MetalSd	MetalSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	641	Unf	0	32	673	GasA	Ex	Y	SBrkr	673	709	0	1382	1	0	2	1	3	1	Gd	6	TF	0	Detchd	2000.0	Unf	2	-11.287008	TA	TA	Y	112.145630	70.531826	-16.412566	0	0	0	0	4	2006	WD	Normal	165000
976	977	30	RLD	51.0	5900	Paved	IR1	Bnk	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	1Story	4	7	1923	1958	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0	Unf	0	440	440	GasA	TA	Y	FuseA	869	0	0	869	0	0	1	0	2	1	Fa	4	TF	0	NaN	NaN	NaN	0	395.512678	NaN	NaN	Y	-53.831625	17.633975	-62.700919	0	0	0	0	8	2006	WD	Normal	85500
977	978	120	FVR	35.0	4274	Paved	IR1	Lvl	AllPub	I	GS	Somerst	Norm	Norm	TwnhsE	1Story	7	5	2006	2007	Gable	SS	VinylSd	VinylSd	NaN	NaN	Gd	TA	PC	Gd	TA	No	GLQ	1106	Unf	0	135	1241	GasA	Ex	Y	SBrkr	1241	0	0	1241	1	0	1	1	1	1	Gd	4	TF	0	Attchd	2007.0	Fin	2	563.589911	TA	TA	Y	-25.654330	-9.736793	137.448454	0	0	0	0	11	2007	New	Partial	199900
978	979	20	RLD	68.0	9450	Paved	Reg	Bnk	AllPub	I	MS	Edwards	Norm	Norm	1Fam	1Story	4	5	1954	1954	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	LwQ	552	Unf	0	342	894	GasA	Ex	Y	SBrkr	894	0	0	894	0	0	1	0	3	1	TA	5	TF	0	Detchd	1999.0	Unf	2	168.162022	TA	TA	Y	-51.666597	-56.256055	3.441794	0	0	0	0	5	2007	WD	Abnorml	110000
979	980	20	RLD	80.0	8816	Paved	Reg	Lvl	AllPub	C	GS	Sawyer	Feedr	Norm	1Fam	1Story	5	6	1963	1963	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	TA	TA	No	Rec	651	Unf	0	470	1121	GasA	TA	Y	SBrkr	1121	0	0	1121	1	0	1	0	3	1	TA	5	TF	0	Detchd	1963.0	Unf	2	674.739487	TA	TA	Y	232.056648	17.682528	118.918290	0	0	0	0	6	2009	WD	Normal	139000
980	981	85	RLD	NaN	12122	Paved	IR1	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	SFoyer	7	9	1961	2007	Gable	SS	CemntBd	CmentBd	Stone	210.0	Ex	TA	CB	TA	TA	Av	ALQ	867	Unf	0	77	944	GasA	Gd	Y	SBrkr	999	0	0	999	1	0	1	0	3	1	Ex	6	TF	0	Attchd	1961.0	RFn	2	828.356830	TA	TA	Y	131.860930	74.996259	51.835971	0	0	0	0	7	2008	WD	Normal	178400
981	982	60	RLD	98.0	12203	Paved	IR1	Lvl	AllPub	C	GS	NoRidge	Norm	Norm	1Fam	2Story	8	5	1998	1999	Hip	SS	VinylSd	VinylSd	BrkFace	975.0	Gd	TA	PC	Gd	TA	No	GLQ	854	Unf	0	371	1225	GasA	Ex	Y	SBrkr	1276	1336	0	2612	1	0	2	1	4	1	Gd	8	TF	1	Attchd	1998.0	Fin	3	328.627543	TA	TA	Y	131.652433	68.962514	-60.147148	0	0	0	0	7	2009	WD	Normal	336000
982	983	20	RLD	43.0	3182	Paved	Reg	Lvl	AllPub	I	GS	Blmngtn	Norm	Norm	1Fam	1Story	7	5	2007	2007	Gable	SS	VinylSd	VinylSd	BrkFace	16.0	Gd	TA	PC	Gd	TA	Av	Unf	0	Unf	0	1266	1266	GasA	Ex	Y	SBrkr	1266	0	0	1266	0	0	2	0	2	1	Gd	6	TF	1	Attchd	2007.0	Fin	2	764.107442	TA	TA	Y	130.216855	41.384850	24.807465	0	0	0	0	3	2008	WD	Normal	159895
983	984	60	RLD	NaN	11250	Paved	Reg	Lvl	AllPub	C	GS	CollgCr	Norm	Norm	1Fam	2Story	8	5	2002	2002	Gable	SS	CemntBd	CmentBd	None	0.0	Gd	TA	PC	Gd	TA	Mn	Unf	0	Unf	0	1128	1128	GasA	Ex	Y	SBrkr	1149	1141	0	2290	0	0	2	1	4	1	Gd	9	TF	1	Attchd	2002.0	Unf	2	542.448689	TA	TA	Y	257.398334	94.953860	94.895335	0	0	0	0	5	2008	WD	Normal	255900
984	985	90	RLD	75.0	10125	Paved	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	Duplex	1.5Fin	5	5	1977	1977	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	NaN	NaN	NaN	NaN	0	NaN	0	0	0	GasA	TA	Y	SBrkr	1302	432	0	1734	0	0	2	0	4	2	Gd	8	TF	0	Attchd	1977.0	Unf	2	138.431743	TA	TA	Y	60.436243	81.466859	10.932063	0	0	0	0	8	2009	COD	Normal	126000
985	986	190	RLD	68.0	10880	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	2fmCon	1Story	5	5	1950	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	ALQ	1040	Unf	0	124	1164	GasW	TA	N	SBrkr	1164	0	0	1164	1	0	1	0	3	1	TA	5	TF	0	Detchd	1950.0	Unf	1	419.933284	TA	TA	Y	187.229099	5.681758	-22.228703	0	0	0	0	8	2008	ConLD	Normal	125000
986	987	50	RMD	59.0	5310	Paved	Reg	Lvl	AllPub	C	GS	OldTown	Feedr	Norm	1Fam	1.5Fin	6	8	1910	2003	Hip	SS	VinylSd	VinylSd	None	0.0	TA	Gd	CB	TA	Fa	No	Unf	0	Unf	0	485	485	GasA	Gd	Y	SBrkr	1001	634	0	1635	0	0	1	0	2	1	Gd	5	TF	0	Attchd	1950.0	Unf	1	193.533410	Fa	TA	Y	277.762819	158.920265	7.291330	0	0	0	0	6	2006	WD	Normal	117000
987	988	20	RLD	83.0	10159	Paved	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	1Story	9	5	2009	2010	Hip	SS	VinylSd	VinylSd	Stone	450.0	Ex	TA	PC	Ex	TA	Av	GLQ	1646	Unf	0	284	1930	GasA	Ex	Y	SBrkr	1940	0	0	1940	1	0	2	1	3	1	Ex	8	TF	1	Attchd	2010.0	Fin	3	118.769979	TA	TA	Y	147.776030	-27.000406	29.961703	0	0	0	0	4	2010	New	Partial	395192
988	989	60	RLD	NaN	12046	Paved	IR1	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	2Story	6	6	1976	1976	Gable	SS	Plywood	Plywood	BrkFace	298.0	TA	TA	CB	TA	TA	No	LwQ	156	Unf	0	692	848	GasA	TA	Y	SBrkr	1118	912	0	2030	0	0	2	1	4	1	Gd	8	TF	1	Attchd	1976.0	Fin	2	622.857778	TA	TA	Y	46.750826	22.676270	85.285873	0	0	0	0	6	2007	WD	Normal	195000
989	990	60	FVR	65.0	8125	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	2Story	7	5	2006	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	Gd	No	Unf	0	Unf	0	770	770	GasA	Ex	Y	SBrkr	778	798	0	1576	0	0	2	1	3	1	Gd	6	TF	0	Attchd	2006.0	RFn	2	692.996188	TA	TA	Y	270.704801	-4.348997	78.204499	0	0	0	0	8	2006	New	Partial	197000
990	991	60	RLD	82.0	9452	Paved	Reg	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	2Story	8	5	1997	1998	Gable	SS	VinylSd	VinylSd	BrkFace	423.0	Gd	TA	PC	Gd	TA	No	GLQ	1074	Unf	0	322	1396	GasA	Ex	Y	SBrkr	1407	985	0	2392	1	0	2	1	3	1	Gd	7	TF	1	Attchd	1997.0	Fin	3	552.571066	TA	TA	Y	37.929361	-35.307509	-28.666019	0	0	0	0	6	2006	WD	Normal	348000
991	992	70	RMD	121.0	17671	Paved	Reg	Lvl	AllPub	C	GS	OldTown	Artery	Norm	1Fam	2Story	8	9	1882	1986	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	Gd	Gd	BT	TA	TA	No	BLQ	216	Unf	0	700	916	GasA	Gd	Y	SBrkr	916	826	0	1742	0	0	1	1	4	1	Gd	8	TF	1	Attchd	1925.0	Unf	2	893.341199	TA	TA	P	117.455697	110.102376	-10.387731	0	0	0	0	11	2009	WD	Normal	168000
992	993	60	RLD	80.0	9760	Paved	Reg	Lvl	AllPub	I	MS	NAmes	Norm	Norm	1Fam	2Story	6	8	1964	1993	Hip	SS	Wd Sdng	Wd Sdng	BrkFace	340.0	TA	TA	CB	TA	TA	Gd	BLQ	536	Rec	117	169	822	GasA	Gd	Y	SBrkr	1020	831	0	1851	0	0	2	1	3	1	Gd	7	TF	1	Attchd	1964.0	RFn	2	-57.041937	TA	TA	Y	-122.624223	20.632390	-33.981950	0	0	0	0	7	2007	WD	Normal	187000
993	994	60	RLD	68.0	8846	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	6	5	2005	2006	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0	Unf	0	750	750	GasA	Ex	Y	SBrkr	750	750	0	1500	0	0	2	1	3	1	Gd	6	TF	0	Attchd	2005.0	RFn	2	801.517734	TA	TA	Y	93.017167	-6.130671	1.112201	0	0	0	0	8	2006	New	Partial	173900
994	995	20	RLD	96.0	12456	Paved	Reg	Lvl	AllPub	FR2P	GS	NridgHt	Norm	Norm	1Fam	1Story	10	5	2006	2007	Hip	SS	CemntBd	CmentBd	Stone	230.0	Ex	TA	PC	Ex	TA	Gd	GLQ	1172	Unf	0	528	1700	GasA	Ex	Y	SBrkr	1718	0	0	1718	1	0	2	0	3	1	Ex	7	TF	1	Attchd	2008.0	Fin	3	656.042249	TA	TA	Y	9.341776	103.979634	142.452029	0	0	0	0	7	2009	WD	Normal	337500
995	996	50	RLD	51.0	4712	Paved	IR1	Lvl	AllPub	I	MS	BrkSide	Feedr	Norm	1Fam	1.5Fin	4	7	1946	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	ALQ	384	Unf	0	363	747	GasA	TA	Y	SBrkr	774	456	0	1230	1	0	1	1	3	1	TA	5	TF	0	Detchd	1946.0	Unf	1	437.305123	TA	TA	Y	-43.775879	99.911192	92.169971	0	63	0	0	8	2006	WD	Abnorml	121600
996	997	20	RLD	NaN	10659	Paved	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1961	1961	Hip	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	Rec	915	Unf	0	135	1050	GasA	TA	Y	SBrkr	1050	0	0	1050	1	0	1	0	3	1	TA	6	TF	0	Attchd	1961.0	Unf	1	205.531568	TA	TA	Y	16.374583	176.947022	2.243055	0	0	0	0	1	2006	COD	Normal	136500
997	998	20	RLD	NaN	11717	Paved	IR1	Lvl	AllPub	I	GS	NWAmes	PosA	Norm	1Fam	1Story	6	6	1970	1970	Hip	SS	HdBoard	HdBoard	BrkFace	571.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	1442	1442	GasA	TA	Y	SBrkr	1442	0	0	1442	0	0	2	0	2	1	TA	6	TF	1	Attchd	1970.0	RFn	2	116.735870	TA	TA	Y	234.126388	129.943727	74.316545	0	0	0	0	2	2009	WD	Normal	185000
998	999	30	RMD	60.0	9786	Paved	Reg	Lvl	AllPub	I	GS	IDOTRR	Norm	Norm	1Fam	1Story	3	4	1922	1950	Hip	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	Fa	No	Unf	0	Unf	0	1007	1007	GasA	Fa	N	SBrkr	1077	0	0	1077	0	0	1	0	3	1	TA	6	TF	1	Detchd	1922.0	Unf	1	607.112269	TA	Fa	P	120.608990	74.919490	42.423716	0	0	0	0	5	2006	WD	Normal	91000
999	1000	20	RLD	64.0	6762	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2006	2006	Gable	SS	VinylSd	VinylSd	Stone	24.0	Gd	TA	PC	Gd	TA	Av	GLQ	686	Unf	0	501	1187	GasA	Ex	Y	SBrkr	1208	0	0	1208	1	0	2	0	2	1	Gd	6	TF	0	Attchd	2006.0	RFn	2	809.244181	TA	TA	Y	236.161917	123.970765	72.025875	0	0	0	0	2	2010	WD	Normal	206000
1000	1001	20	RLD	74.0	10206	Paved	Reg	Lvl	AllPub	C	GS	Edwards	Norm	Norm	1Fam	1Story	3	3	1952	1952	Flat	TG	BrkComm	Brk Cmn	None	0.0	TA	TA	SL	NaN	NaN	NaN	NaN	0	NaN	0	0	0	GasW	Fa	N	FuseF	944	0	0	944	0	0	1	0	2	1	Fa	4	MD1	0	Detchd	1956.0	Unf	2	697.058146	TA	Fa	Y	-22.337077	165.888363	11.856748	0	0	0	0	7	2009	WD	Normal	82000
1001	1002	30	RLD	60.0	5400	Paved	Reg	Lvl	AllPub	C	GS	OldTown	Norm	Norm	1Fam	1Story	5	6	1920	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	Fa	TA	No	Unf	0	Unf	0	691	691	GasA	Ex	Y	FuseA	691	0	0	691	0	0	1	0	2	1	Ex	4	TF	0	Detchd	1920.0	Unf	1	517.583735	Fa	TA	N	245.450655	-33.198525	59.154217	0	0	0	0	1	2007	WD	Abnorml	86000
1002	1003	20	RLD	75.0	11957	Paved	IR1	Lvl	AllPub	I	GS	Somerst	RRAn	Norm	1Fam	1Story	8	5	2006	2006	Gable	SS	VinylSd	VinylSd	BrkFace	53.0	Gd	TA	PC	Gd	TA	No	GLQ	24	Unf	0	1550	1574	GasA	Ex	Y	SBrkr	1574	0	0	1574	0	0	2	0	3	1	Gd	7	TF	1	Attchd	2006.0	RFn	3	999.727224	TA	TA	Y	4.946113	141.397440	34.828165	0	0	0	0	7	2008	WD	Normal	232000
1003	1004	90	RLD	NaN	11500	Paved	IR1	Lvl	AllPub	C	GS	NWAmes	Feedr	RRAn	Duplex	1Story	5	6	1976	1976	Gable	SS	VinylSd	VinylSd	BrkFace	164.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	1680	1680	GasA	Fa	Y	SBrkr	1680	0	0	1680	0	0	2	0	4	2	TA	8	TF	0	Detchd	1976.0	Unf	2	446.224654	TA	TA	Y	98.273378	-61.284686	-52.068742	0	0	0	0	6	2007	WD	Normal	136905
1004	1005	120	RLD	43.0	3182	Paved	Reg	Lvl	AllPub	I	GS	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2005	2006	Gable	SS	VinylSd	VinylSd	BrkFace	16.0	Gd	TA	PC	Gd	TA	No	GLQ	16	Unf	0	1330	1346	GasA	Ex	Y	SBrkr	1504	0	0	1504	0	0	2	0	1	1	Gd	7	TF	1	Attchd	2005.0	Fin	2	301.873777	TA	TA	Y	180.978181	30.271498	115.235446	0	0	0	0	5	2009	WD	Normal	181000
1005	1006	80	RLD	65.0	8385	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	SLvl	5	8	1977	1977	Gable	SS	HdBoard	HdBoard	BrkFace	220.0	Gd	TA	CB	Gd	Gd	Av	GLQ	595	Unf	0	390	985	GasA	TA	Y	SBrkr	985	0	0	985	0	0	2	0	3	1	TA	6	TF	0	Attchd	1977.0	Unf	1	207.525641	TA	TA	Y	158.569988	143.447545	1.055556	0	0	0	0	11	2008	WD	Normal	149900
1006	1007	20	RLD	NaN	12155	Paved	IR3	Lvl	AllPub	I	GS	NAmes	PosN	Norm	1Fam	1Story	6	3	1970	1970	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	Gd	TA	No	LwQ	1237	Unf	0	420	1657	GasA	Gd	Y	SBrkr	1657	0	0	1657	0	1	2	0	3	1	TA	7	TF	1	Attchd	1970.0	Unf	2	635.239151	TA	TA	Y	166.817103	22.768602	16.769103	0	147	0	0	3	2007	WD	Normal	163500
1007	1008	160	RMD	21.0	2217	Paved	Reg	Lvl	AllPub	I	GS	MeadowV	Norm	Norm	TwnhsE	2Story	4	4	1970	1970	Gable	SS	CemntBd	CmentBd	None	0.0	TA	TA	CB	TA	TA	No	BLQ	273	LwQ	273	0	546	GasA	TA	Y	SBrkr	546	546	0	1092	0	0	1	1	3	1	TA	6	TF	0	Attchd	1970.0	RFn	1	433.112914	TA	TA	Y	154.908137	14.336010	59.667703	0	0	0	0	8	2009	WD	Normal	88000
1008	1009	20	RLD	43.0	12118	Paved	IR1	Lvl	AllPub	CulDSac	GS	Mitchel	Norm	Norm	1Fam	1Story	7	5	2004	2005	Hip	SS	VinylSd	VinylSd	Stone	108.0	Gd	TA	PC	Ex	TA	Mn	Unf	0	Unf	0	1710	1710	GasA	Ex	Y	SBrkr	1710	0	0	1710	0	0	2	0	3	1	Gd	7	TF	1	Attchd	2004.0	Fin	2	486.471934	TA	TA	Y	189.698287	111.091079	49.093899	0	180	0	0	4	2009	WD	Normal	240000
1009	1010	50	RLD	60.0	6000	Paved	Reg	Lvl	AllPub	I	GS	SWISU	Norm	Norm	1Fam	1.5Fin	5	5	1926	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	Fa	BT	TA	TA	No	Unf	0	Unf	0	1008	1008	GasA	Ex	Y	SBrkr	1008	0	514	1522	0	0	2	0	4	1	TA	7	TF	0	NaN	NaN	NaN	0	-58.352890	NaN	NaN	P	14.633126	68.627683	-25.689732	0	0	0	0	6	2006	WD	Normal	102000
1010	1011	50	RLD	115.0	21286	Paved	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1.5Fin	5	5	1948	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	720	720	GasA	TA	Y	SBrkr	720	551	0	1271	0	0	2	0	4	1	TA	7	TF	1	Attchd	1948.0	Unf	1	536.155185	TA	TA	Y	216.880477	107.431812	-17.945172	0	0	0	0	8	2008	WD	Normal	135000
1011	1012	90	RLD	75.0	9825	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	Duplex	1Story	5	5	1965	1965	Hip	SS	AsphShn	AsphShn	None	0.0	TA	TA	CB	NaN	NaN	NaN	NaN	0	NaN	0	0	0	GasA	TA	N	SBrkr	1664	0	0	1664	0	0	2	0	4	2	TA	8	TF	0	NaN	NaN	NaN	0	426.674009	NaN	NaN	Y	-72.104036	114.170560	97.681496	0	0	0	0	5	2010	WD	Normal	100000
1012	1013	70	RLD	55.0	10592	Paved	Reg	Lvl	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	2Story	6	7	1923	1996	Hip	SS	Wd Sdng	Wd Sdng	None	0.0	TA	Gd	PC	TA	Fa	No	Unf	0	Unf	0	602	602	GasA	TA	Y	SBrkr	900	602	0	1502	0	0	1	1	3	1	Gd	7	TF	2	Detchd	1923.0	Unf	1	836.428285	TA	TA	Y	121.567413	48.994592	52.874890	0	53	0	0	8	2007	WD	Normal	165000
1013	1014	30	RMD	60.0	7200	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1Story	5	4	1910	2006	Hip	SS	MetalSd	Stucco	None	0.0	TA	TA	BT	TA	TA	No	ALQ	247	Rec	465	310	1022	GasW	TA	N	SBrkr	1022	0	0	1022	1	0	1	0	2	1	TA	4	MajD2	0	Detchd	1956.0	Unf	1	249.373541	TA	TA	Y	101.025393	-50.083762	140.423060	0	0	0	0	6	2009	WD	Normal	85000
1014	1015	20	RLD	60.0	11664	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Artery	Norm	1Fam	1Story	6	5	1948	1950	Gable	SS	MetalSd	MetalSd	BrkFace	206.0	TA	TA	CB	TA	Fa	No	BLQ	336	Unf	0	746	1082	GasA	TA	Y	SBrkr	1082	0	0	1082	0	0	1	0	2	1	TA	5	TF	1	Detchd	1948.0	Unf	1	688.212664	TA	TA	Y	140.055952	42.573245	11.256685	0	0	0	0	11	2007	WD	Normal	119200
1015	1016	60	RLD	70.0	8400	Paved	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	2Story	8	6	2001	2001	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	643	Unf	0	167	810	GasA	Ex	Y	SBrkr	810	855	0	1665	1	0	2	1	3	1	Gd	6	TF	0	Attchd	2001.0	Fin	2	254.584165	TA	TA	Y	-1.184354	-23.288848	65.249850	0	0	0	0	11	2009	WD	Normal	227000
1016	1017	20	RLD	73.0	11883	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	1996	1996	Hip	SS	VinylSd	VinylSd	BrkFace	196.0	Gd	TA	PC	Gd	TA	Gd	GLQ	690	Unf	0	814	1504	GasA	Ex	Y	SBrkr	1504	0	0	1504	1	0	2	0	3	1	Gd	6	TF	1	Attchd	1996.0	Fin	2	359.974203	TA	TA	Y	-26.663871	-41.637064	65.727529	0	0	0	0	6	2009	WD	Normal	203000
1017	1018	120	RLD	NaN	5814	Paved	IR1	Lvl	AllPub	CulDSac	GS	StoneBr	Norm	Norm	TwnhsE	1Story	8	5	1984	1984	Gable	SS	HdBoard	HdBoard	None	0.0	Gd	TA	CB	Gd	TA	Av	GLQ	1036	Unf	0	184	1220	GasA	Gd	Y	SBrkr	1360	0	0	1360	1	0	1	0	1	1	Gd	4	TF	1	Attchd	1984.0	RFn	2	868.244232	TA	TA	Y	314.187615	-15.556139	24.993624	0	0	0	0	8	2009	COD	Abnorml	187500
1018	1019	80	RLD	NaN	10784	Paved	IR1	Lvl	AllPub	FR2P	GS	Gilbert	Norm	Norm	1Fam	SLvl	7	5	1991	1992	Gable	SS	HdBoard	HdBoard	BrkFace	76.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	384	384	GasA	Gd	Y	SBrkr	802	670	0	1472	0	0	2	1	3	1	Gd	7	TF	1	Attchd	1991.0	RFn	2	469.221406	TA	TA	Y	142.447357	135.898689	60.151456	0	0	0	0	5	2007	WD	Normal	160000
1019	1020	120	RLD	43.0	3013	Paved	Reg	Lvl	AllPub	I	GS	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2005	2005	Gable	SS	VinylSd	VinylSd	BrkFace	145.0	Gd	TA	PC	Gd	TA	Gd	GLQ	16	Unf	0	1346	1362	GasA	Ex	Y	SBrkr	1506	0	0	1506	0	0	2	0	2	1	Gd	6	TF	1	Attchd	2005.0	Fin	2	928.632194	TA	TA	Y	-38.528331	7.001218	21.378363	0	0	0	0	4	2006	WD	Normal	213490
1020	1021	20	RLD	60.0	7024	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	4	5	2005	2005	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	GLQ	1024	Unf	0	108	1132	GasA	Ex	Y	SBrkr	1132	0	0	1132	1	0	1	1	2	1	Gd	5	TF	0	Attchd	2005.0	Fin	2	545.475106	TA	TA	Y	10.805374	70.155611	50.263768	0	0	0	0	6	2008	WD	Normal	176000
1021	1022	20	RLD	64.0	7406	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2006	2006	Gable	SS	VinylSd	VinylSd	Stone	84.0	Gd	TA	PC	Gd	TA	Av	GLQ	684	Unf	0	515	1199	GasA	Ex	Y	SBrkr	1220	0	0	1220	1	0	2	0	2	1	Gd	6	TF	0	Attchd	2006.0	RFn	2	107.187327	TA	TA	Y	85.917705	50.429825	158.100518	0	0	0	0	7	2006	New	Partial	194000
1022	1023	50	RMD	52.0	9439	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1.5Fin	5	5	1930	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	LwQ	324	Unf	0	588	912	GasA	Gd	Y	FuseA	912	336	0	1248	0	0	1	0	2	1	TA	6	TF	0	Detchd	1957.0	Unf	1	674.414759	Fa	Fa	Y	208.512730	88.138500	-18.341042	0	0	0	0	3	2007	WD	Normal	87000
1023	1024	120	RLD	43.0	3182	Paved	Reg	Lvl	AllPub	I	GS	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2005	2006	Gable	SS	VinylSd	VinylSd	BrkFace	14.0	Gd	TA	PC	Gd	Gd	No	GLQ	16	Unf	0	1330	1346	GasA	Ex	Y	SBrkr	1504	0	0	1504	0	0	2	0	2	1	Gd	7	TF	1	Attchd	2005.0	Fin	2	429.196968	TA	TA	Y	91.414170	31.717618	21.993814	0	0	0	0	5	2008	WD	Normal	191000
1024	1025	20	RLD	NaN	15498	Paved	IR1	Lvl	AllPub	C	GS	Timber	Norm	Norm	1Fam	1Story	8	6	1976	1976	Hip	WS	Stone	HdBoard	None	0.0	Gd	TA	CB	Gd	TA	Av	ALQ	1165	LwQ	400	0	1565	GasA	TA	Y	SBrkr	2898	0	0	2898	1	0	2	0	2	1	Gd	10	TF	1	Attchd	1976.0	Fin	2	211.052665	TA	TA	Y	105.832690	-32.811643	-23.677502	0	0	0	0	5	2008	COD	Abnorml	287000
1025	1026	20	RLD	70.0	7700	Paved	Reg	Lvl	AllPub	C	GS	CollgCr	Norm	Norm	1Fam	1Story	5	5	1972	1972	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	No	LwQ	138	Rec	468	276	882	GasA	TA	Y	SBrkr	882	0	0	882	1	0	1	0	3	1	TA	5	TF	0	Detchd	1980.0	Unf	2	469.296079	TA	TA	Y	1.100192	69.162324	28.868360	0	0	0	0	3	2007	WD	Normal	112500
1026	1027	20	RLD	73.0	9300	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Feedr	Norm	1Fam	1Story	5	5	1960	1960	Gable	SS	MetalSd	HdBoard	BrkFace	324.0	TA	TA	CB	TA	TA	No	Rec	697	Unf	0	571	1268	GasA	TA	Y	SBrkr	1264	0	0	1264	1	0	1	0	3	1	TA	6	TF	2	Attchd	1960.0	Unf	2	883.359307	TA	TA	Y	-160.369115	146.627082	50.657738	0	143	0	0	4	2010	WD	Normal	167500
1027	1028	20	RLD	71.0	9520	Paved	IR1	HLS	AllPub	I	GS	Timber	Norm	Norm	1Fam	1Story	8	5	2007	2008	Gable	SS	VinylSd	VinylSd	Stone	338.0	Gd	TA	PC	Gd	TA	Gd	GLQ	1513	Unf	0	125	1638	GasA	Ex	Y	SBrkr	1646	0	0	1646	1	0	2	0	3	1	Gd	7	TF	1	Attchd	2008.0	RFn	3	90.012391	TA	TA	Y	290.892009	26.173480	86.829978	0	0	0	0	4	2008	New	Partial	293077
1028	1029	50	RLD	79.0	9492	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Artery	Norm	1Fam	1.5Fin	5	5	1941	1950	Gable	SS	WdShing	Wd Shng	None	0.0	TA	TA	CB	TA	TA	No	Rec	368	BLQ	41	359	768	GasA	TA	Y	SBrkr	968	408	0	1376	1	0	1	0	3	1	TA	6	TF	1	Attchd	1941.0	Unf	1	314.998592	TA	TA	Y	139.930791	-48.905869	47.502393	0	0	0	0	4	2007	WD	Normal	105000
1029	1030	160	RMD	21.0	1680	Paved	Reg	Lvl	AllPub	I	GS	BrDale	Norm	Norm	Twnhs	2Story	6	7	1972	1972	Gable	SS	HdBoard	HdBoard	BrkFace	281.0	TA	TA	CB	TA	TA	No	BLQ	317	Unf	0	355	672	GasA	Gd	Y	SBrkr	672	546	0	1218	0	1	1	1	3	1	TA	7	TF	0	Detchd	1972.0	Unf	1	198.738832	TA	TA	Y	274.712288	-28.867950	-14.163854	0	0	0	0	5	2006	WD	Normal	118000
1030	1031	190	RHD	NaN	7082	Paved	Reg	Lvl	AllPub	I	GS	SWISU	Norm	Norm	2fmCon	2Story	5	8	1916	1995	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	TA	TA	Mn	Unf	0	Unf	0	686	686	GasA	Gd	Y	SBrkr	948	980	0	1928	0	0	2	0	5	2	TA	10	TF	0	NaN	NaN	NaN	0	702.529575	NaN	NaN	N	16.574055	130.675848	80.514636	0	0	0	0	7	2006	WD	Normal	160000
1031	1032	75	RLD	102.0	15863	Paved	Reg	Lvl	AllPub	C	GS	SWISU	Norm	Norm	1Fam	2.5Fin	7	3	1920	1970	Gable	SS	Wd Sdng	Plywood	None	0.0	TA	TA	BT	TA	TA	No	GLQ	523	Unf	0	301	824	GasA	Ex	Y	SBrkr	1687	998	397	3082	1	0	2	1	5	1	TA	12	TF	2	Basment	1970.0	Fin	2	498.324556	TA	TA	Y	131.912173	164.133251	-52.423285	0	0	0	0	8	2009	WD	Normal	197000
1032	1033	60	RLD	NaN	14541	Paved	IR1	Lvl	AllPub	C	GS	NoRidge	Norm	Norm	1Fam	2Story	8	7	1993	1993	Gable	SS	MetalSd	MetalSd	None	0.0	Gd	Gd	PC	Gd	Gd	No	GLQ	1012	Unf	0	326	1338	GasA	Ex	Y	SBrkr	1352	1168	0	2520	1	0	2	1	5	1	Gd	10	TF	1	Attchd	1993.0	RFn	3	51.461948	TA	TA	Y	219.194609	58.167641	-22.240885	0	0	0	0	11	2006	WD	Abnorml	310000
1033	1034	20	RLD	NaN	8125	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2002	2002	Gable	SS	VinylSd	VinylSd	Stone	295.0	Gd	TA	PC	Gd	TA	No	GLQ	986	Unf	0	668	1654	GasA	Ex	Y	SBrkr	1654	0	0	1654	1	0	2	0	3	1	Gd	6	TF	0	Attchd	2002.0	Unf	3	317.093798	TA	TA	Y	95.976776	124.535126	-25.490029	0	0	0	0	2	2006	WD	Normal	230000
1034	1035	30	RLD	50.0	6305	Paved	Reg	Bnk	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	1Story	5	7	1938	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	PC	Fa	Fa	No	Unf	0	Unf	0	920	920	GasA	Ex	Y	SBrkr	954	0	0	954	0	0	1	0	2	1	Fa	5	TF	1	Basment	1938.0	Unf	1	145.471125	Fa	TA	Y	156.852618	-22.933040	53.442357	0	0	0	0	6	2007	WD	Normal	119750
1035	1036	20	RLD	NaN	11500	Paved	IR1	Lvl	AllPub	CulDSac	GS	Edwards	Norm	Norm	1Fam	1Story	4	3	1957	1957	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	Gd	SL	NaN	NaN	NaN	NaN	0	NaN	0	0	0	GasA	Ex	N	SBrkr	845	0	0	845	0	0	1	0	3	1	TA	5	TF	0	Detchd	1957.0	Unf	1	259.099345	TA	TA	N	-61.149393	95.999386	7.151924	0	0	0	0	1	2009	WD	Normal	84000
1036	1037	20	RLD	89.0	12898	Paved	IR1	HLS	AllPub	I	GS	Timber	Norm	Norm	1Fam	1Story	9	5	2007	2008	Hip	SS	VinylSd	VinylSd	Stone	70.0	Gd	TA	PC	Ex	TA	Gd	GLQ	1022	Unf	0	598	1620	GasA	Ex	Y	SBrkr	1620	0	0	1620	1	0	2	0	2	1	Ex	6	TF	1	Attchd	2008.0	Fin	3	196.293711	TA	TA	Y	155.767986	-12.109575	-55.922090	0	0	0	0	9	2009	WD	Normal	315500
1037	1038	60	RLD	NaN	9240	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	8	5	2001	2002	Gable	SS	VinylSd	VinylSd	BrkFace	396.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	1055	1055	GasA	Ex	Y	SBrkr	1055	1208	0	2263	0	0	2	1	3	1	Gd	7	TF	1	BuiltIn	2001.0	Fin	2	659.472618	TA	TA	Y	34.294856	65.023568	16.215821	0	189	0	0	9	2008	WD	Normal	287000
1038	1039	160	RMD	21.0	1533	Paved	Reg	Lvl	AllPub	I	GS	MeadowV	Norm	Norm	Twnhs	2Story	4	6	1970	2008	Gable	SS	CemntBd	CmentBd	None	0.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	546	546	GasA	TA	Y	SBrkr	798	546	0	1344	0	0	1	1	3	1	TA	6	TF	1	NaN	NaN	NaN	0	372.159704	NaN	NaN	Y	-31.540703	-0.207104	-66.871986	0	0	0	0	5	2009	WD	Normal	97000
1039	1040	180	RMD	21.0	1477	Paved	Reg	Lvl	AllPub	I	GS	MeadowV	Norm	Norm	TwnhsE	SFoyer	4	4	1970	1970	Gable	SS	CemntBd	CmentBd	None	0.0	TA	TA	CB	Gd	TA	Av	GLQ	509	Unf	0	121	630	GasA	TA	Y	SBrkr	630	0	0	630	1	0	1	0	1	1	TA	3	TF	0	Attchd	1970.0	Unf	1	471.028116	TA	TA	Y	34.157591	74.355143	-12.623265	0	0	0	0	4	2009	WD	Normal	80000
1040	1041	20	RLD	88.0	13125	Paved	Reg	Lvl	AllPub	C	GS	Sawyer	Norm	Norm	1Fam	1Story	5	4	1957	2000	Gable	SS	Wd Sdng	Wd Sdng	BrkCmn	67.0	TA	TA	CB	TA	TA	No	Rec	168	BLQ	682	284	1134	GasA	Ex	Y	SBrkr	1803	0	0	1803	1	0	2	0	3	1	TA	8	MajD1	1	Attchd	1957.0	RFn	2	77.857646	TA	TA	Y	-70.164173	-59.132276	42.681561	0	0	0	0	1	2006	WD	Normal	155000
1041	1042	60	RLD	NaN	9130	Paved	Reg	Lvl	AllPub	I	GS	NWAmes	Feedr	Norm	1Fam	2Story	6	8	1966	2000	Hip	SS	HdBoard	HdBoard	BrkFace	252.0	TA	TA	CB	TA	TA	No	GLQ	400	Rec	64	336	800	GasA	Gd	Y	SBrkr	800	832	0	1632	0	1	1	1	4	1	Gd	7	TF	0	Attchd	1966.0	Unf	2	437.006051	TA	TA	Y	295.889908	-75.897044	-14.480837	0	0	0	0	7	2008	WD	Normal	173000
1042	1043	120	RLD	34.0	5381	Paved	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	Twnhs	1Story	6	5	2005	2005	Gable	SS	VinylSd	VinylSd	Stone	135.0	Gd	TA	PC	Gd	TA	Av	ALQ	900	Unf	0	406	1306	GasA	Ex	Y	SBrkr	1306	0	0	1306	1	0	2	0	1	1	Gd	5	TF	1	Attchd	2005.0	RFn	2	858.058079	TA	TA	Y	-45.487383	28.925372	16.546382	0	0	0	0	8	2009	WD	Normal	196000
1043	1044	60	RLD	86.0	11839	Paved	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	2Story	7	5	1990	1990	Hip	SS	HdBoard	HdBoard	BrkFace	99.0	TA	TA	PC	Gd	TA	No	GLQ	1085	Unf	0	390	1475	GasA	Ex	Y	SBrkr	1532	797	0	2329	1	0	2	1	4	1	Gd	10	TF	1	Attchd	1990.0	Unf	2	415.827935	TA	TA	Y	228.508853	39.103481	43.585747	0	0	0	0	5	2008	WD	Normal	262280
1044	1045	20	RLD	80.0	9600	Paved	Reg	Lvl	AllPub	I	GS	NWAmes	PosN	Norm	1Fam	1Story	8	5	1981	1981	Hip	WSh	BrkFace	BrkFace	None	0.0	Gd	TA	PC	Gd	TA	No	ALQ	1104	Unf	0	1420	2524	GasA	TA	Y	SBrkr	2524	0	0	2524	1	0	2	1	4	1	Gd	9	TF	1	Attchd	1981.0	Fin	2	341.859701	TA	TA	Y	203.618902	-51.799519	-52.093097	0	0	0	0	7	2009	WD	Normal	278000
1045	1046	20	RLD	NaN	13680	Paved	IR1	Lvl	AllPub	CulDSac	GS	Edwards	Norm	Norm	1Fam	1Story	3	5	1955	1955	Hip	SS	BrkFace	Wd Sdng	None	0.0	TA	TA	SL	NaN	NaN	NaN	NaN	0	NaN	0	0	0	GasA	Ex	Y	FuseA	1733	0	0	1733	0	0	2	0	4	1	TA	8	MD2	1	Attchd	1955.0	Unf	2	422.491283	TA	TA	Y	245.484647	-34.521582	-2.153009	0	0	0	0	6	2009	WD	Normal	139600
1046	1047	60	RLD	85.0	16056	Paved	IR1	Lvl	AllPub	I	GS	StoneBr	Norm	Norm	1Fam	2Story	9	5	2005	2006	Hip	SS	CemntBd	CmentBd	Stone	208.0	Gd	TA	PC	Ex	TA	Av	GLQ	240	Unf	0	1752	1992	GasA	Ex	Y	SBrkr	1992	876	0	2868	0	0	3	1	4	1	Ex	11	TF	1	BuiltIn	2005.0	Fin	3	721.327942	TA	TA	Y	26.637145	-7.205708	133.593382	0	0	0	0	7	2006	New	Partial	556581
1047	1048	20	RLD	57.0	9245	Paved	IR2	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	5	5	1994	1995	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	GLQ	686	Unf	0	304	990	GasA	Ex	Y	SBrkr	990	0	0	990	0	1	1	0	3	1	TA	5	TF	0	Detchd	1996.0	Unf	2	196.446110	TA	TA	Y	-82.004358	92.947913	-18.907121	0	0	0	0	2	2008	WD	Normal	145000
1048	1049	20	RLD	100.0	21750	Paved	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	1Story	5	4	1960	2006	Hip	SS	HdBoard	HdBoard	BrkFace	75.0	TA	Fa	SL	NaN	NaN	NaN	NaN	0	NaN	0	0	0	GasA	TA	Y	SBrkr	1771	0	0	1771	0	0	1	0	3	1	TA	9	MD1	1	Attchd	1960.0	Unf	2	556.949144	TA	TA	Y	303.585248	-10.482051	15.328837	0	0	0	0	11	2009	WD	Normal	115000
1049	1050	20	RLD	60.0	11100	Paved	Reg	Low	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	4	7	1946	2006	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	NaN	NaN	NaN	NaN	0	NaN	0	0	0	GasA	Ex	Y	SBrkr	930	0	0	930	0	0	1	0	2	1	Gd	6	TF	0	Detchd	1946.0	Unf	1	465.829267	TA	TA	Y	135.827019	45.172353	-39.392634	0	0	0	0	4	2010	WD	Abnorml	84900
1050	1051	20	RLD	73.0	8993	Paved	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	1Story	7	5	2007	2007	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	Unf	0	Unf	0	1302	1302	GasA	Ex	Y	SBrkr	1302	0	0	1302	0	0	2	0	3	1	Gd	6	TF	0	Attchd	2007.0	Fin	2	155.901725	TA	TA	Y	-171.931859	13.784189	-55.706614	0	0	0	0	8	2007	New	Partial	176485
1051	1052	20	RLD	103.0	11175	Paved	IR1	Lvl	AllPub	C	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2007	2007	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	Unf	0	Unf	0	1316	1316	GasA	Ex	Y	SBrkr	1316	0	0	1316	0	0	2	0	3	1	Gd	6	TF	1	Attchd	2007.0	Fin	2	439.415570	TA	TA	Y	59.283294	151.211288	26.855930	0	0	0	0	10	2007	New	Partial	200141
1052	1053	60	RLD	100.0	9500	Paved	Reg	Lvl	AllPub	C	GS	NAmes	Artery	Norm	1Fam	2Story	6	6	1964	1978	Gable	SS	VinylSd	VinylSd	BrkCmn	272.0	TA	TA	CB	TA	TA	No	Rec	442	Unf	0	374	816	GasA	TA	Y	SBrkr	1127	850	0	1977	0	1	1	1	4	1	TA	9	TF	1	Attchd	1964.0	RFn	2	316.699204	TA	TA	Y	-119.983453	-3.728290	126.906138	0	0	0	0	6	2007	WD	Normal	165000
1053	1054	20	RLD	68.0	8562	Paved	Reg	Lvl	AllPub	I	MS	Edwards	Norm	Norm	1Fam	1Story	5	6	1957	2002	Hip	SS	HdBoard	HdBoard	Stone	145.0	TA	TA	CB	TA	TA	Av	Rec	383	Unf	0	833	1216	GasA	Ex	Y	FuseA	1526	0	0	1526	0	0	1	0	4	1	TA	7	MD2	1	Basment	1957.0	Unf	1	678.008587	TA	TA	Y	-143.511412	140.187006	17.863832	0	0	0	0	5	2010	WD	Normal	144500
1054	1055	60	RLD	90.0	11367	Paved	Reg	Lvl	AllPub	C	GS	CollgCr	Norm	Norm	1Fam	2Story	8	5	2002	2002	Gable	SS	VinylSd	VinylSd	BrkFace	210.0	Gd	TA	PC	Gd	TA	Mn	GLQ	932	Unf	0	133	1065	GasA	Ex	Y	SBrkr	1091	898	0	1989	1	0	2	1	3	1	Gd	7	TF	1	Attchd	2002.0	Fin	2	616.241582	TA	TA	Y	44.786141	13.009412	161.379707	0	0	0	0	11	2006	WD	Normal	255000
1055	1056	20	RLD	104.0	11361	Paved	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	1Story	6	5	1976	1976	Gable	SS	Plywood	Plywood	BrkFace	160.0	TA	TA	CB	Gd	TA	No	ALQ	644	Unf	0	549	1193	GasA	TA	Y	SBrkr	1523	0	0	1523	0	1	2	0	3	1	TA	7	TF	1	Attchd	1976.0	Fin	2	260.128201	TA	TA	Y	-48.209104	141.048370	40.258190	0	189	0	0	5	2008	COD	Abnorml	180000
1056	1057	120	RLD	43.0	7052	Paved	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	TwnhsE	1Story	7	5	2005	2005	Gable	SS	VinylSd	VinylSd	Stone	240.0	Gd	TA	PC	Gd	TA	Av	GLQ	659	Unf	0	705	1364	GasA	Ex	Y	SBrkr	1364	0	0	1364	1	0	2	0	2	1	Gd	6	TF	1	Attchd	2005.0	RFn	2	284.181667	TA	TA	Y	-19.232212	23.738087	9.815375	0	0	0	0	6	2006	WD	Normal	185850
1057	1058	60	RLD	NaN	29959	Paved	IR2	Lvl	AllPub	FR2P	GS	NoRidge	Norm	Norm	1Fam	2Story	7	6	1994	1994	Gable	SS	HdBoard	HdBoard	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	595	Unf	0	378	973	GasA	Ex	Y	SBrkr	979	871	0	1850	0	0	2	1	3	1	Gd	7	TF	1	BuiltIn	1994.0	Fin	2	179.759494	TA	TA	Y	184.090160	24.303088	-59.308628	0	0	0	0	1	2009	WD	Normal	248000
1058	1059	60	RLD	96.0	11308	Paved	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	2Story	9	5	2008	2008	Gable	SS	VinylSd	VinylSd	Stone	154.0	Ex	TA	PC	Ex	TA	Av	GLQ	936	Unf	0	168	1104	GasA	Ex	Y	SBrkr	1130	1054	0	2184	1	0	2	1	3	1	Ex	10	TF	1	Attchd	2008.0	Fin	3	578.689796	TA	TA	Y	179.957053	159.982137	-7.737654	0	0	0	0	7	2009	WD	Normal	335000
1059	1060	50	RLD	NaN	11275	Paved	IR1	HLS	AllPub	C	MS	Crawfor	Norm	Norm	1Fam	1.5Fin	6	7	1932	1950	Gable	SS	MetalSd	MetalSd	BrkFace	480.0	TA	TA	CB	TA	TA	Mn	Rec	297	LwQ	557	0	854	GasA	TA	Y	SBrkr	1096	895	0	1991	0	0	1	1	3	1	TA	7	TF	1	Detchd	1977.0	Unf	2	602.285153	TA	Fa	Y	-205.894522	83.021970	13.732409	0	0	0	0	3	2007	WD	Normal	220000
1060	1061	120	RLD	41.0	4920	Paved	Reg	Lvl	AllPub	I	GS	StoneBr	Norm	Norm	TwnhsE	1Story	8	5	2001	2001	Gable	SS	CemntBd	CmentBd	None	0.0	Gd	TA	PC	Gd	TA	Mn	GLQ	616	Unf	0	722	1338	GasA	Ex	Y	SBrkr	1338	0	0	1338	1	0	2	0	2	1	Gd	6	TF	0	Attchd	2001.0	Fin	2	548.346117	TA	TA	Y	156.766287	-19.512826	-130.478431	0	0	0	0	4	2010	WD	Normal	213500
1061	1062	30	Commer	120.0	18000	Gravel	Reg	Low	AllPub	I	GS	IDOTRR	Norm	Norm	1Fam	1Story	3	4	1935	1950	Gable	SS	MetalSd	MetalSd	None	0.0	Fa	TA	CB	TA	TA	No	Unf	0	Unf	0	894	894	GasA	TA	Y	SBrkr	894	0	0	894	0	0	1	0	2	1	TA	6	TF	0	Detchd	1994.0	RFn	3	233.514606	TA	TA	Y	145.692829	128.848688	124.464575	0	0	0	560	8	2008	ConLD	Normal	81000
1062	1063	190	RMD	85.0	13600	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	2fmCon	2Story	5	5	1900	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	662	662	GasA	TA	N	SBrkr	1422	915	0	2337	0	0	2	0	5	2	TA	10	MD2	0	Detchd	1945.0	Unf	2	697.868177	TA	TA	Y	68.209753	140.110807	-26.983521	0	0	0	0	9	2007	WD	Normal	90000
1063	1064	30	RMD	50.0	6000	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Artery	Norm	1Fam	1Story	6	6	1925	1980	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	BT	TA	TA	No	BLQ	397	Unf	0	706	1103	GasA	Gd	Y	SBrkr	1103	0	0	1103	0	0	1	0	2	1	Gd	5	TF	1	Detchd	1976.0	Unf	2	-126.405620	TA	TA	Y	172.025857	107.015423	-112.158673	0	0	0	0	7	2006	WD	Normal	110500
1064	1065	20	RLD	NaN	11000	Paved	IR1	Lvl	AllPub	CulDSac	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1966	1966	Gable	SS	Plywood	Plywood	BrkFace	200.0	TA	TA	CB	TA	TA	Mn	BLQ	740	Rec	230	184	1154	GasA	Ex	Y	SBrkr	1154	0	0	1154	0	0	1	1	3	1	TA	6	TF	1	Attchd	1966.0	RFn	2	288.070241	TA	TA	Y	247.740006	109.781395	-11.435454	0	0	0	0	11	2009	WD	Normal	154000
1065	1066	60	RLD	80.0	14000	Paved	Reg	Lvl	AllPub	I	MS	ClearCr	Norm	Norm	1Fam	2Story	7	5	1996	1997	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	Gd	TA	PC	Ex	TA	Gd	GLQ	1201	Unf	0	105	1306	GasA	Ex	Y	SBrkr	1306	954	0	2260	1	0	2	1	3	1	Gd	7	TF	0	Attchd	1996.0	RFn	2	349.357689	TA	TA	Y	157.613425	6.958723	-77.128612	0	0	0	0	4	2010	WD	Normal	328000
1066	1067	60	RLD	59.0	7837	Paved	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	7	1993	1994	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	799	799	GasA	Gd	Y	SBrkr	799	772	0	1571	0	0	2	1	3	1	TA	7	TF	1	Attchd	1993.0	RFn	2	506.169474	TA	TA	Y	130.680316	20.179692	69.273526	0	0	0	0	5	2009	WD	Normal	178000
1067	1068	60	RLD	80.0	9760	Paved	Reg	Lvl	AllPub	I	MS	NAmes	Norm	Norm	1Fam	2Story	6	6	1964	1964	Gable	SS	HdBoard	HdBoard	BrkFace	360.0	TA	TA	CB	TA	TA	Gd	GLQ	674	LwQ	106	0	780	GasA	TA	Y	SBrkr	798	813	0	1611	1	0	1	1	4	1	TA	7	TF	0	Attchd	1964.0	RFn	2	401.214974	TA	TA	Y	254.680475	26.506715	26.286862	0	189	0	0	6	2008	WD	Normal	167900
1068	1069	160	RMD	42.0	3964	Paved	Reg	Lvl	AllPub	I	GS	MeadowV	Norm	Norm	TwnhsE	2Story	6	4	1973	1973	Gable	SS	CemntBd	CmentBd	None	0.0	TA	TA	CB	Gd	TA	No	ALQ	837	Unf	0	105	942	GasA	Gd	Y	SBrkr	1291	1230	0	2521	1	0	2	1	5	1	TA	10	MajD1	1	Attchd	1973.0	Fin	2	758.419829	TA	TA	Y	274.290759	103.747660	-3.106080	0	0	0	0	6	2006	WD	Normal	151400
1069	1070	45	RLD	60.0	9600	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1.5Unf	5	7	1949	2003	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	ALQ	220	Unf	0	625	845	GasA	TA	Y	SBrkr	893	0	0	893	0	1	1	0	2	1	Gd	4	TF	0	Detchd	1985.0	Unf	2	417.818435	TA	TA	Y	129.468705	142.978301	61.844622	0	0	0	0	5	2007	WD	Normal	135000
1070	1071	20	RLD	72.0	10152	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1956	1956	Hip	SS	MetalSd	MetalSd	BrkFace	120.0	TA	TA	CB	TA	TA	No	BLQ	586	Unf	0	462	1048	GasA	TA	Y	SBrkr	1048	0	0	1048	1	0	1	0	3	1	TA	6	TF	0	Attchd	1956.0	Unf	1	386.848875	TA	TA	Y	128.575456	35.518953	66.353998	0	192	0	0	6	2007	WD	Normal	135000
1071	1072	60	RLD	78.0	11700	Paved	Reg	Lvl	AllPub	I	GS	NWAmes	RRAn	Norm	1Fam	2Story	6	6	1968	1968	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Rec	298	Unf	0	429	727	GasA	Ex	Y	SBrkr	829	727	0	1556	0	0	1	1	4	1	TA	8	TF	0	Attchd	1968.0	Unf	2	602.020885	TA	TA	Y	-31.006042	-85.242474	-12.695340	0	0	0	0	5	2009	WD	Normal	154000
1072	1073	50	RLD	50.0	7585	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Artery	Norm	1Fam	1.5Fin	5	3	1948	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	Fa	Fa	Mn	Unf	0	Unf	0	810	810	GasA	Fa	Y	FuseA	1002	454	0	1456	1	1	1	0	4	1	TA	7	TF	1	Detchd	1954.0	Unf	1	451.690184	TA	TA	P	-24.606441	-120.116727	40.341704	0	0	0	0	8	2006	WD	Normal	91500
1073	1074	60	RLD	75.0	7950	Paved	IR1	Bnk	AllPub	C	GS	Edwards	Norm	Norm	1Fam	2Story	6	6	1977	1977	Hip	SS	HdBoard	Plywood	BrkFace	140.0	TA	TA	CB	TA	TA	No	BLQ	535	Unf	0	155	690	GasA	TA	Y	SBrkr	698	728	0	1426	0	0	1	1	3	1	TA	6	TF	0	Attchd	1977.0	Fin	2	885.720519	TA	TA	Y	1.856238	137.329269	57.880031	0	0	0	0	7	2009	WD	Normal	159500
1074	1075	20	RLD	74.0	8556	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2006	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	Unf	0	Unf	0	1240	1240	GasA	Ex	Y	SBrkr	1240	0	0	1240	0	0	2	0	2	1	Gd	5	TF	0	Attchd	2006.0	RFn	3	553.128434	TA	TA	Y	-8.789102	-43.941243	58.304697	0	0	0	0	5	2007	WD	Normal	194000
1075	1076	70	RLD	75.0	13125	Paved	Reg	Lvl	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	2Story	7	6	1940	1984	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	BLQ	410	Unf	0	390	800	GasA	TA	Y	SBrkr	960	780	0	1740	0	0	1	1	3	1	TA	6	TF	2	Attchd	1940.0	Unf	1	-41.547885	TA	TA	Y	250.769235	-48.133665	-47.934889	0	0	0	0	7	2007	CWD	Normal	219500
1076	1077	50	RLD	60.0	10800	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1.5Fin	5	8	1936	1989	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	Fa	TA	No	ALQ	626	Unf	0	170	796	GasA	Gd	Y	SBrkr	1096	370	0	1466	0	1	2	0	3	1	Gd	7	MD1	1	Attchd	1950.0	Unf	2	312.194641	TA	TA	Y	-42.376279	63.719318	-62.642201	0	0	0	500	4	2006	WD	Normal	170000
1077	1078	20	RLD	NaN	15870	Paved	IR1	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1969	1969	Gable	SS	VinylSd	Plywood	None	0.0	TA	TA	CB	TA	TA	Mn	BLQ	75	Rec	791	230	1096	GasA	Ex	Y	SBrkr	1096	0	0	1096	1	0	1	0	3	1	TA	6	TF	0	Attchd	1969.0	Fin	1	329.124790	TA	TA	Y	-23.881697	22.427193	-24.948917	0	0	0	0	3	2006	WD	Abnorml	138800
1078	1079	120	RMD	37.0	4435	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	TwnhsE	1Story	6	5	2004	2004	Gable	SS	VinylSd	VinylSd	BrkFace	169.0	Gd	TA	PC	Gd	TA	Mn	GLQ	662	Unf	0	186	848	GasA	Ex	Y	SBrkr	848	0	0	848	1	0	1	0	1	1	Gd	3	TF	1	Attchd	2004.0	RFn	2	44.004306	TA	TA	Y	94.599547	75.975828	11.630342	0	0	0	0	5	2006	WD	Normal	155900
1079	1080	20	RLD	65.0	8775	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	5	5	1994	1994	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	GLQ	495	Unf	0	495	990	GasA	Gd	Y	SBrkr	990	0	0	990	0	0	1	0	3	1	TA	5	TF	0	Attchd	1996.0	Unf	1	438.411354	TA	TA	Y	171.609629	-33.601324	9.901742	0	0	0	0	4	2007	WD	Normal	126000
1080	1081	20	RLD	80.0	11040	Paved	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	1Story	6	7	1971	2004	Gable	SS	VinylSd	VinylSd	BrkFace	144.0	Gd	Gd	CB	TA	TA	No	ALQ	656	Unf	0	602	1258	GasA	Ex	Y	SBrkr	1258	0	0	1258	0	1	2	0	3	1	Gd	5	TF	0	Attchd	1971.0	RFn	2	714.514438	TA	TA	Y	-81.459242	-19.384613	-60.126059	216	0	0	0	10	2008	COD	Abnorml	145000
1081	1082	20	RLD	75.0	7500	Paved	Reg	Lvl	AllPub	C	GS	Sawyer	Feedr	Norm	1Fam	1Story	5	5	1963	1963	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	ALQ	824	Unf	0	216	1040	GasA	Fa	Y	SBrkr	1040	0	0	1040	1	0	1	1	3	1	TA	5	TF	0	Attchd	1963.0	Fin	1	368.954245	TA	TA	Y	309.618207	-24.327169	-20.901090	0	0	0	0	6	2010	WD	Normal	133000
1082	1083	20	RLD	70.0	8749	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2002	2002	Gable	SS	VinylSd	VinylSd	BrkFace	100.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	1459	1459	GasA	Ex	Y	SBrkr	1459	0	0	1459	0	0	2	0	3	1	Gd	6	TF	1	Attchd	2002.0	RFn	2	650.217430	TA	TA	Y	54.662810	11.494648	4.502720	0	0	0	0	9	2007	WD	Normal	192000
1083	1084	20	RLD	80.0	8800	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	6	1964	1964	Hip	SS	HdBoard	HdBoard	BrkFace	425.0	TA	TA	CB	TA	TA	No	BLQ	553	Unf	0	698	1251	GasA	TA	Y	SBrkr	1251	0	0	1251	1	0	1	0	3	1	TA	6	TF	2	Attchd	1964.0	RFn	1	1051.583968	TA	TA	Y	45.578048	144.893867	71.488151	0	0	0	700	3	2006	WD	Normal	160000
1084	1085	60	RLD	NaN	13031	Paved	IR2	Lvl	AllPub	C	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	1995	1996	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	PC	Gd	TA	No	ALQ	592	Unf	0	99	691	GasA	Gd	Y	SBrkr	691	807	0	1498	0	0	2	1	3	1	TA	6	TF	1	Attchd	1995.0	Fin	2	746.121895	TA	TA	Y	170.580865	96.966957	11.577114	0	0	0	0	7	2006	WD	Normal	187500
1085	1086	85	RLD	73.0	9069	Paved	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	SFoyer	6	6	1992	1992	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	PC	Gd	TA	Av	GLQ	747	Unf	0	189	936	GasA	Ex	Y	SBrkr	996	0	0	996	1	0	1	0	2	1	Gd	5	TF	0	Attchd	1992.0	Unf	2	142.538170	TA	TA	Y	136.773828	-3.899786	-29.449958	0	0	0	0	4	2010	WD	Normal	147000
1086	1087	160	RMD	NaN	1974	Paved	Reg	Lvl	AllPub	I	GS	MeadowV	Norm	Norm	TwnhsE	2Story	4	5	1973	1973	Gable	SS	CemntBd	CmentBd	None	0.0	TA	TA	CB	TA	TA	No	BLQ	334	Unf	0	212	546	GasA	TA	Y	SBrkr	546	546	0	1092	0	0	1	1	3	1	TA	6	TF	0	Attchd	1973.0	RFn	1	380.700649	TA	TA	Y	118.919182	31.796754	51.552017	0	0	0	0	5	2010	WD	Normal	83500
1087	1088	60	FVR	85.0	10574	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	2Story	8	5	2005	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Mn	Unf	0	Unf	0	1082	1082	GasA	Ex	Y	SBrkr	1082	871	0	1953	0	0	2	1	3	1	Gd	9	TF	1	Attchd	2005.0	RFn	3	136.974708	TA	TA	Y	82.009278	32.998308	83.938206	0	0	0	0	5	2009	WD	Normal	252000
1088	1089	160	RMD	24.0	2522	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	Twnhs	2Story	7	5	2004	2004	Gable	SS	VinylSd	VinylSd	Stone	50.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	970	970	GasA	Ex	Y	SBrkr	970	739	0	1709	0	0	2	0	3	1	Gd	7	MajD1	0	Detchd	2004.0	Unf	2	79.926952	TA	TA	Y	-149.648356	94.017764	29.739326	0	0	0	0	4	2006	WD	Normal	137500
1089	1090	120	FVR	37.0	3316	Paved	IR1	Lvl	AllPub	I	GS	Somerst	Norm	Norm	TwnhsE	1Story	8	5	2005	2005	Gable	SS	MetalSd	MetalSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	1039	Unf	0	208	1247	GasA	Ex	Y	SBrkr	1247	0	0	1247	1	0	1	1	1	1	Gd	4	TF	1	Attchd	2005.0	Fin	2	502.713730	TA	TA	Y	131.704911	22.963001	40.344189	0	0	0	0	4	2006	WD	Normal	197000
1090	1091	90	RLD	60.0	8544	Paved	Reg	Lvl	AllPub	C	GS	NAmes	Norm	Norm	Duplex	1Story	3	4	1950	1950	Gable	SS	BrkFace	BrkFace	None	0.0	TA	TA	SL	NaN	NaN	NaN	NaN	0	NaN	0	0	0	Wall	Fa	N	FuseA	1040	0	0	1040	0	0	2	0	2	2	TA	6	TF	0	Detchd	1987.0	Unf	2	676.447759	TA	TA	Y	-54.331028	139.629737	62.445513	0	0	0	0	6	2009	WD	Normal	92900
1091	1092	160	FVR	24.0	2160	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	Twnhs	2Story	7	5	1999	2000	Gable	SS	MetalSd	MetalSd	BrkFace	212.0	Gd	TA	PC	Gd	TA	No	BLQ	510	Unf	0	90	600	GasA	Ex	Y	SBrkr	624	628	0	1252	1	0	2	1	2	1	Gd	4	TF	0	Detchd	1999.0	Unf	2	420.328067	TA	TA	Y	256.262649	30.174739	89.021775	0	0	0	0	3	2008	WD	Normal	160000
1092	1093	50	RLD	60.0	8400	Paved	Reg	Bnk	AllPub	I	GS	SWISU	Norm	Norm	1Fam	1.5Fin	6	5	1925	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	PC	TA	TA	No	Rec	423	Unf	0	758	1181	GasA	Fa	Y	SBrkr	1390	304	0	1694	0	0	2	0	4	1	TA	7	TF	1	Detchd	1925.0	Unf	2	379.107736	TA	TA	Y	235.400886	-73.377261	28.498415	0	0	0	0	6	2008	WD	Normal	136500
1093	1094	20	RLD	71.0	9230	Paved	Reg	Lvl	AllPub	C	GS	NAmes	Feedr	Norm	1Fam	1Story	5	8	1965	1998	Hip	SS	MetalSd	MetalSd	BrkFace	166.0	TA	TA	CB	TA	TA	Mn	GLQ	661	Unf	0	203	864	GasA	Gd	Y	SBrkr	1200	0	0	1200	1	0	1	1	1	1	Gd	6	TF	0	Detchd	1977.0	Unf	2	576.412171	TA	TA	Y	14.826177	21.479574	101.338279	0	0	0	0	10	2006	WD	Normal	146000
1094	1095	20	RLD	74.0	5868	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1956	2000	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	BLQ	248	Rec	240	448	936	GasA	Ex	Y	SBrkr	936	0	0	936	1	0	1	0	2	1	TA	4	TF	0	Attchd	1956.0	Fin	1	233.024234	TA	TA	Y	-180.702020	-14.186672	-31.170533	0	160	0	0	5	2010	WD	Normal	129000
1095	1096	20	RLD	78.0	9317	Paved	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	6	5	2006	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	24	Unf	0	1290	1314	GasA	Gd	Y	SBrkr	1314	0	0	1314	0	0	2	0	3	1	Gd	6	TF	1	Attchd	2006.0	RFn	2	662.847340	TA	TA	Y	56.060372	134.766186	-4.942678	0	0	0	0	3	2007	WD	Normal	176432
1096	1097	70	RMD	60.0	6882	Paved	Reg	Lvl	AllPub	I	GS	IDOTRR	Norm	Norm	1Fam	2Story	6	7	1914	2006	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	PC	TA	TA	No	Unf	0	Unf	0	684	684	GasA	TA	Y	SBrkr	773	582	0	1355	0	0	1	1	3	1	Gd	7	TF	0	NaN	NaN	NaN	0	187.141263	NaN	NaN	Y	214.554562	20.203611	-66.509450	0	0	0	0	3	2007	WD	Normal	127000
1097	1098	120	RLD	NaN	3696	Paved	Reg	Lvl	AllPub	I	GS	StoneBr	Norm	Norm	TwnhsE	1Story	8	5	1986	1986	Gable	SS	HdBoard	HdBoard	None	0.0	Gd	TA	CB	Gd	TA	No	Unf	0	Unf	0	1074	1074	GasA	Ex	Y	SBrkr	1088	0	0	1088	0	0	1	1	2	1	Gd	5	TF	0	Attchd	1987.0	RFn	2	568.597727	TA	TA	Y	325.341605	78.648314	48.705251	0	0	0	0	10	2007	WD	Normal	170000
1098	1099	50	RMD	50.0	6000	Paved	Reg	Lvl	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	1.5Fin	4	6	1936	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	TA	No	BLQ	672	Unf	0	0	672	GasA	TA	Y	SBrkr	757	567	0	1324	0	0	1	0	3	1	TA	6	TF	0	Detchd	1936.0	Unf	1	220.188774	TA	TA	Y	197.839887	5.103678	56.056492	0	0	0	0	7	2009	WD	Normal	128000
1099	1100	20	RLD	82.0	11880	Paved	IR1	Lvl	AllPub	I	GS	NWAmes	RRAn	Norm	1Fam	1Story	7	5	1978	1978	Gable	SS	Plywood	Plywood	BrkFace	206.0	TA	TA	CB	Gd	TA	No	ALQ	704	Unf	0	567	1271	GasA	TA	Y	SBrkr	1601	0	0	1601	0	0	2	0	3	1	TA	7	TF	1	Attchd	1978.0	RFn	2	487.471271	TA	TA	Y	251.560707	66.813017	-36.027579	0	0	0	0	4	2009	COD	Abnorml	157000
1100	1101	30	RLD	60.0	8400	Paved	Reg	Bnk	AllPub	I	GS	SWISU	Norm	Norm	1Fam	1Story	2	5	1920	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	Fa	No	Rec	290	Unf	0	0	290	GasA	TA	N	FuseF	438	0	0	438	0	0	1	0	1	1	Fa	3	TF	0	Detchd	1930.0	Unf	1	589.515986	TA	TA	N	-31.721105	51.527276	150.830029	0	0	0	0	1	2009	WD	Normal	60000
1101	1102	20	RLD	61.0	9758	Paved	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1971	1971	Gable	SS	HdBoard	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	BLQ	412	LwQ	287	251	950	GasA	TA	Y	SBrkr	950	0	0	950	0	0	1	0	3	1	TA	5	TF	0	Detchd	1981.0	Unf	1	361.574245	TA	TA	Y	88.211342	0.227479	41.822511	0	0	0	0	7	2007	WD	Normal	119500
1102	1103	20	RLD	70.0	7000	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1960	2002	Gable	SS	Wd Sdng	Wd Sdng	BrkFace	45.0	TA	TA	CB	TA	TA	No	Rec	588	Unf	0	422	1010	GasA	Ex	Y	SBrkr	1134	0	0	1134	0	0	1	0	2	1	TA	6	TF	0	Attchd	1960.0	RFn	1	423.905492	TA	TA	Y	72.469635	78.213139	-43.237339	0	0	0	0	4	2007	WD	Family	135000
1103	1104	20	RLD	79.0	8910	Paved	Reg	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	6	6	1959	1959	Hip	SS	BrkFace	BrkFace	None	0.0	TA	TA	CB	TA	TA	Mn	ALQ	655	Unf	0	0	655	GasA	Ex	Y	SBrkr	1194	0	0	1194	0	1	1	0	3	1	TA	6	TF	1	BuiltIn	1954.0	Fin	2	361.762452	TA	TA	Y	-146.327901	120.875376	-99.125925	0	0	0	0	7	2006	WD	Normal	159500
1104	1105	160	RMD	24.0	2016	Paved	Reg	Lvl	AllPub	I	GS	BrDale	Norm	Norm	TwnhsE	2Story	5	5	1970	1970	Gable	SS	HdBoard	HdBoard	BrkFace	304.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	630	630	GasA	TA	Y	SBrkr	630	672	0	1302	0	0	2	1	3	1	TA	6	TF	0	Detchd	1970.0	Unf	2	394.886674	TA	TA	Y	86.596169	57.164112	68.320934	0	0	0	0	4	2007	WD	Normal	106000
1105	1106	60	RLD	98.0	12256	Paved	IR1	Lvl	AllPub	C	GS	NoRidge	Norm	Norm	1Fam	2Story	8	5	1994	1995	Gable	SS	HdBoard	HdBoard	BrkFace	362.0	Gd	TA	PC	Ex	TA	Av	GLQ	1032	Unf	0	431	1463	GasA	Ex	Y	SBrkr	1500	1122	0	2622	1	0	2	1	3	1	Gd	9	TF	2	Attchd	1994.0	RFn	2	273.312978	TA	TA	Y	7.903530	-39.286492	-14.327077	0	0	0	0	4	2010	WD	Normal	325000
1106	1107	20	RLD	114.0	10357	Paved	IR1	Lvl	AllPub	C	GS	SawyerW	Feedr	Norm	1Fam	1Story	7	5	1990	1991	Hip	SS	HdBoard	HdBoard	None	0.0	Gd	TA	PC	Gd	TA	Mn	GLQ	738	Unf	0	172	910	GasA	Gd	Y	SBrkr	1442	0	0	1442	1	0	2	0	3	1	Gd	6	TF	1	Attchd	1990.0	Fin	2	372.802608	TA	TA	Y	163.913682	-24.120222	81.791669	0	0	0	0	5	2007	WD	Normal	179900
1107	1108	60	RLD	168.0	23257	Paved	IR3	HLS	AllPub	CulDSac	GS	Gilbert	Norm	Norm	1Fam	2Story	7	5	2006	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Ex	Gd	No	Unf	0	Unf	0	868	868	GasA	Ex	Y	SBrkr	887	1134	0	2021	0	0	2	1	3	1	Gd	9	TF	1	BuiltIn	2006.0	RFn	2	435.945683	TA	TA	Y	228.009373	108.511874	13.296991	0	0	0	0	9	2006	New	Partial	274725
1108	1109	60	RLD	NaN	8063	Paved	Reg	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	2000	2000	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0	Unf	0	924	924	GasA	Ex	Y	SBrkr	948	742	0	1690	0	0	2	1	3	1	TA	7	TF	1	Attchd	2000.0	RFn	2	219.991582	TA	TA	Y	144.881546	26.292853	-132.889248	0	0	0	0	11	2007	WD	Abnorml	181000
1109	1110	20	RLD	107.0	11362	Paved	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	1Story	8	5	2004	2005	Gable	SS	MetalSd	MetalSd	Stone	42.0	Gd	TA	PC	Ex	TA	Mn	GLQ	1039	Unf	0	797	1836	GasA	Ex	Y	SBrkr	1836	0	0	1836	1	0	2	0	3	1	Gd	7	TF	1	Attchd	2004.0	Fin	3	565.502997	TA	TA	Y	154.207718	109.290840	-59.984902	0	0	0	0	3	2009	WD	Normal	280000
1110	1111	60	RLD	NaN	8000	Paved	Reg	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	1995	1996	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	PC	Gd	TA	No	GLQ	219	Unf	0	554	773	GasA	Gd	Y	SBrkr	773	885	0	1658	1	0	2	1	3	1	TA	8	TF	1	Attchd	1995.0	Fin	2	498.938694	TA	TA	Y	-45.727352	22.687476	42.010179	0	0	0	0	6	2008	WD	Normal	188000
1111	1112	60	RLD	80.0	10480	Paved	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	2Story	7	6	1976	1976	Hip	SS	Plywood	Plywood	BrkFace	660.0	TA	TA	CB	TA	TA	No	ALQ	403	Unf	0	400	803	GasA	TA	Y	SBrkr	1098	866	0	1964	0	0	2	1	4	1	TA	8	TF	1	Attchd	1976.0	RFn	2	465.098474	TA	TA	Y	205.307795	114.824979	-153.719036	0	0	0	0	9	2008	WD	Normal	205000
1112	1113	20	RLD	73.0	7100	Paved	IR1	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1957	1957	Gable	SS	WdShing	Wd Shng	None	0.0	TA	TA	CB	TA	TA	No	GLQ	708	Unf	0	108	816	GasA	TA	Y	FuseA	816	0	0	816	1	0	1	0	2	1	TA	5	TF	0	Detchd	1957.0	Unf	1	222.807058	TA	TA	Y	105.318772	12.454553	-27.513855	0	0	0	0	7	2006	WD	Normal	129900
1113	1114	20	RLD	66.0	8923	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1953	2006	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	BLQ	643	Unf	0	365	1008	GasA	Gd	Y	SBrkr	1008	0	0	1008	1	0	1	0	2	1	Gd	6	TF	0	Attchd	1953.0	Unf	1	815.597297	TA	TA	Y	32.514758	62.437787	36.801646	0	0	0	0	5	2007	WD	Normal	134500
1114	1115	20	RLD	90.0	5400	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1Story	5	7	1954	2000	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	CB	TA	TA	No	Rec	415	Unf	0	418	833	GasA	Ex	Y	SBrkr	833	0	0	833	0	0	1	0	2	1	Gd	4	TF	0	Detchd	1955.0	Unf	1	576.192616	TA	TA	Y	77.147102	2.400819	-54.486524	0	0	0	0	8	2006	WD	Normal	117000
1115	1116	20	RLD	93.0	12085	Paved	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	1Story	8	5	2007	2007	Hip	SS	VinylSd	VinylSd	Stone	328.0	Gd	TA	PC	Ex	TA	No	GLQ	1004	Unf	0	730	1734	GasA	Ex	Y	SBrkr	1734	0	0	1734	1	0	2	0	3	1	Ex	7	TF	1	Attchd	2007.0	RFn	3	756.263295	TA	TA	Y	-21.118816	95.569730	42.789322	0	0	0	0	11	2007	New	Partial	318000
1116	1117	80	RLD	NaN	7750	Paved	Reg	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	SLvl	8	5	2002	2002	Hip	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	353	Unf	0	55	408	GasA	Ex	Y	SBrkr	779	640	0	1419	1	0	2	1	3	1	Gd	7	TF	1	BuiltIn	2002.0	Fin	2	543.458234	TA	TA	Y	-106.129017	101.379023	65.160846	0	0	0	0	3	2009	WD	Normal	184100
1117	1118	20	RLD	57.0	9764	Paved	IR1	Lvl	AllPub	FR2P	GS	Sawyer	Feedr	Norm	1Fam	1Story	5	7	1967	2003	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	No	BLQ	702	Unf	0	192	894	GasA	Ex	Y	SBrkr	894	0	0	894	1	0	1	0	3	1	Gd	5	TF	0	Attchd	1967.0	RFn	2	621.610821	TA	TA	Y	84.632182	-47.654203	-58.937025	0	0	0	0	5	2008	WD	Normal	130000
1118	1119	80	RLD	85.0	13825	Paved	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	SLvl	5	6	1958	1987	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	CB	TA	TA	No	Unf	0	Unf	0	533	533	GasA	TA	Y	SBrkr	1021	580	0	1601	0	1	1	0	3	1	TA	6	MD2	0	BuiltIn	1958.0	RFn	1	581.873087	TA	TA	Y	-112.316761	110.595443	-27.423027	0	0	0	0	12	2008	WD	Normal	140000
1119	1120	20	RLD	70.0	7560	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1959	1959	Gable	SS	BrkFace	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	LwQ	369	Unf	0	671	1040	GasA	TA	Y	FuseA	1040	0	0	1040	0	0	1	0	3	1	TA	6	TF	0	Attchd	1959.0	RFn	1	502.373963	TA	TA	Y	9.739102	88.188994	-13.658166	0	0	0	0	7	2006	WD	Normal	133700
1120	1121	30	RMD	59.0	8263	Paved	Reg	Bnk	AllPub	I	MS	IDOTRR	Norm	Norm	1Fam	1Story	6	5	1920	1950	Gable	SS	BrkFace	BrkFace	None	0.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	1012	1012	GasA	TA	Y	FuseA	1012	0	0	1012	0	0	1	0	2	1	TA	6	TF	1	Detchd	1920.0	Unf	1	615.812123	TA	TA	Y	-110.072183	83.382756	-13.475877	0	0	0	0	5	2007	WD	Normal	118400
1121	1122	20	RLD	84.0	10084	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2005	2006	Gable	SS	VinylSd	VinylSd	BrkFace	196.0	Gd	TA	PC	Gd	TA	Av	GLQ	24	Unf	0	1528	1552	GasA	Ex	Y	SBrkr	1552	0	0	1552	0	0	2	0	3	1	Gd	7	TF	0	Attchd	2005.0	RFn	3	275.143066	TA	TA	Y	232.516456	43.409184	23.886665	0	0	0	0	7	2006	New	Partial	212900
1122	1123	20	RLD	NaN	8926	Paved	IR1	Lvl	AllPub	C	GS	Edwards	Norm	Norm	1Fam	1Story	4	3	1956	1956	Gable	SS	AsbShng	AsbShng	None	0.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	672	672	GasA	Ex	Y	FuseA	960	0	0	960	0	0	1	0	3	1	TA	5	TF	0	Basment	1956.0	Unf	1	570.796923	TA	TA	Y	73.330546	126.779695	2.111672	0	160	0	0	10	2009	COD	Abnorml	112000
1123	1124	20	RLD	50.0	9405	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	5	9	1947	2008	Hip	SS	VinylSd	VinylSd	None	0.0	TA	Ex	CB	TA	TA	No	Unf	0	Unf	0	698	698	GasA	Ex	Y	SBrkr	698	0	0	698	0	1	1	0	2	1	TA	4	TF	0	NaN	NaN	NaN	0	525.628301	NaN	NaN	Y	27.018352	52.761225	-3.684613	0	0	0	0	6	2009	WD	Normal	118000
1124	1125	80	RLD	NaN	9125	Paved	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	SLvl	7	5	1992	1992	Gable	SS	HdBoard	HdBoard	BrkFace	170.0	TA	TA	PC	Gd	TA	No	Unf	0	Unf	0	384	384	GasA	Gd	Y	SBrkr	812	670	0	1482	0	0	2	1	3	1	Gd	7	TF	1	Attchd	1992.0	Fin	2	557.021101	TA	TA	Y	126.688847	134.192367	77.907941	0	0	0	0	7	2007	WD	Normal	163900
1125	1126	20	RLD	60.0	10434	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	4	5	1955	1955	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	1005	1005	GasA	TA	Y	SBrkr	1005	0	0	1005	0	0	1	0	2	1	Fa	5	TF	1	Detchd	1977.0	Unf	2	239.459802	Fa	Fa	Y	290.363182	33.855787	-44.735962	0	0	0	0	11	2009	WD	Normal	115000
1126	1127	120	RLD	53.0	3684	Paved	Reg	Lvl	AllPub	I	GS	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2007	2007	Hip	SS	VinylSd	VinylSd	BrkFace	130.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	1373	1373	GasA	Ex	Y	SBrkr	1555	0	0	1555	0	0	2	0	2	1	Gd	7	TF	1	Attchd	2007.0	Fin	3	615.644497	TA	TA	Y	157.418464	128.455205	123.770340	0	0	0	0	6	2009	WD	Normal	174000
1127	1128	20	RLD	182.0	14572	Paved	IR3	Lvl	AllPub	C	GS	Gilbert	Norm	Norm	1Fam	1Story	7	5	2004	2004	Hip	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	GLQ	1300	Unf	0	230	1530	GasA	Ex	Y	SBrkr	1530	0	0	1530	1	0	2	0	3	1	Gd	7	TF	1	Attchd	2004.0	Fin	3	321.296906	TA	TA	Y	213.897572	233.597208	-64.401212	0	0	0	0	11	2007	WD	Family	259000
1128	1129	60	RLD	59.0	11796	Paved	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	7	5	2004	2005	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	Unf	0	Unf	0	847	847	GasA	Ex	Y	SBrkr	847	1112	0	1959	0	0	2	1	4	1	Gd	8	TF	1	BuiltIn	2004.0	Fin	2	983.160390	TA	TA	Y	-79.279557	-46.048128	57.328817	0	0	0	0	7	2007	WD	Normal	215000
1129	1130	90	RMD	60.0	7200	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	Duplex	SFoyer	5	5	1980	1980	Gable	SS	MetalSd	MetalSd	BrkFace	180.0	TA	TA	CB	Gd	TA	Gd	GLQ	936	Unf	0	0	936	GasA	TA	Y	SBrkr	936	0	0	936	1	0	1	0	2	1	TA	4	TF	0	Detchd	1980.0	Unf	2	558.414771	TA	TA	Y	11.742008	17.387178	72.829274	0	0	0	0	8	2007	WD	Normal	140000
1130	1131	50	RLD	65.0	7804	Paved	Reg	Lvl	AllPub	I	GS	SWISU	Norm	Norm	1Fam	1.5Fin	4	3	1928	1950	Gable	SS	WdShing	Plywood	None	0.0	TA	TA	BT	TA	TA	No	BLQ	622	Unf	0	500	1122	GasA	TA	Y	SBrkr	1328	653	0	1981	1	0	2	0	4	1	Gd	7	MD2	2	Detchd	1981.0	Unf	2	279.505669	TA	TA	Y	76.864326	76.400487	-5.846480	0	0	0	0	12	2009	WD	Normal	135000
1131	1132	20	RLD	63.0	10712	Paved	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	1Story	5	5	1991	1992	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	PC	Gd	TA	Mn	BLQ	212	Unf	0	762	974	GasA	TA	Y	SBrkr	974	0	0	974	0	0	1	0	3	1	TA	5	TF	0	NaN	NaN	NaN	0	718.618036	NaN	NaN	Y	56.477487	11.309973	-88.315641	0	0	0	0	9	2007	Oth	Abnorml	93500
1132	1133	70	RMD	90.0	9900	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	2Story	6	4	1880	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	Mn	Unf	0	Unf	0	1008	1008	GasW	TA	Y	SBrkr	1178	1032	0	2210	0	0	2	0	5	1	Fa	8	TF	0	Detchd	1930.0	Unf	1	60.722098	Fa	TA	N	171.895946	43.369914	48.915177	0	0	0	0	5	2007	WD	Normal	117500
1133	1134	60	RLD	80.0	9828	Paved	IR1	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	2Story	8	5	1995	1995	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	584	Unf	0	544	1128	GasA	Ex	Y	SBrkr	1142	878	0	2020	0	0	2	1	3	1	Gd	8	TF	1	Attchd	1995.0	RFn	2	490.673924	TA	TA	Y	71.338286	23.853933	-0.955101	0	0	0	0	6	2009	WD	Normal	239500
1134	1135	60	RLD	57.0	8773	Paved	IR1	HLS	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	1997	1997	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	Av	Unf	0	Unf	0	916	916	GasA	Gd	Y	SBrkr	916	684	0	1600	0	0	2	1	3	1	TA	7	TF	1	Attchd	1997.0	Fin	2	297.395562	TA	TA	Y	60.675932	4.581310	-25.476526	0	0	0	0	8	2007	WD	Normal	169000
1135	1136	30	RMD	60.0	6180	Paved	Reg	Lvl	AllPub	C	GS	BrkSide	Norm	Norm	1Fam	1Story	6	5	1926	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	960	960	GasA	TA	N	SBrkr	986	0	0	986	0	0	1	0	2	1	TA	5	TF	1	Detchd	1926.0	Unf	1	489.698342	TA	TA	Y	-75.906262	41.498248	-64.225406	0	0	0	0	5	2007	WD	Normal	102000
1136	1137	50	RLD	80.0	9600	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1.5Fin	6	5	1950	1950	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	No	BLQ	280	Unf	0	752	1032	GasA	TA	Y	FuseA	1032	220	0	1252	0	0	1	0	3	1	TA	6	TF	0	Attchd	1950.0	Unf	1	1013.645334	TA	TA	Y	55.379479	108.811171	-17.376004	0	0	0	0	4	2008	WD	Abnorml	119000
1137	1138	50	RLD	54.0	6342	Paved	Reg	Lvl	AllPub	I	GS	Sawyer	Feedr	Norm	1Fam	1.5Fin	5	8	1875	1996	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	CB	TA	TA	No	Unf	0	Unf	0	780	780	GasA	Gd	N	SBrkr	780	240	0	1020	0	0	1	0	2	1	TA	6	TF	0	NaN	NaN	NaN	0	480.059027	NaN	NaN	N	95.867772	151.702839	-69.083019	0	0	0	0	5	2010	WD	Normal	94000
1138	1139	20	RLD	NaN	9819	Paved	IR1	Lvl	AllPub	I	MS	Mitchel	Norm	Norm	1Fam	1Story	6	5	1977	1977	Gable	SS	Plywood	ImStucc	None	0.0	TA	TA	PC	TA	TA	Gd	ALQ	1567	Unf	0	0	1567	GasA	TA	Y	SBrkr	1567	0	0	1567	1	0	2	0	2	1	Gd	5	TF	2	Attchd	1977.0	RFn	2	865.731044	TA	TA	Y	185.986826	143.506420	19.047116	0	0	0	0	5	2009	WD	Normal	196000
1139	1140	30	RLD	98.0	8731	Paved	IR1	Lvl	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	1Story	5	5	1920	1950	Gable	SS	Stucco	Stucco	None	0.0	TA	Fa	BT	TA	TA	No	BLQ	645	Unf	0	270	915	GasA	TA	Y	SBrkr	1167	0	0	1167	0	0	1	0	3	1	TA	6	MajD1	1	Detchd	1972.0	Unf	2	434.390498	TA	TA	Y	53.685222	-45.366338	120.966724	0	126	0	0	5	2007	WD	Normal	144000
1140	1141	20	RLD	60.0	7350	Paved	Reg	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1951	1951	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	Mn	ALQ	852	Unf	0	100	952	GasA	TA	Y	SBrkr	952	0	0	952	1	0	1	0	2	1	TA	4	TF	0	Detchd	1988.0	Unf	2	490.466870	TA	TA	Y	80.182584	42.189854	49.964152	0	0	0	0	6	2008	COD	Abnorml	139000
1141	1142	60	RLD	NaN	10304	Paved	IR1	Lvl	AllPub	CulDSac	GS	NWAmes	PosN	Norm	1Fam	2Story	5	7	1976	1976	Gable	SS	Plywood	Plywood	BrkFace	44.0	TA	Gd	CB	TA	TA	No	ALQ	381	Unf	0	399	780	GasA	Ex	Y	SBrkr	1088	780	0	1868	1	0	2	1	4	1	Gd	9	TF	1	Attchd	1976.0	Unf	2	294.514723	TA	TA	Y	59.544363	102.691295	60.630563	0	0	0	0	10	2009	WD	Normal	197500
1142	1143	60	RLD	77.0	9965	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	8	5	2006	2007	Hip	SS	VinylSd	VinylSd	Stone	340.0	Gd	TA	PC	Ex	TA	Gd	GLQ	1150	Unf	0	316	1466	GasA	Ex	Y	SBrkr	1466	1362	0	2828	1	0	3	0	4	1	Gd	11	TF	1	BuiltIn	2006.0	RFn	3	483.152364	TA	TA	Y	-104.591216	-26.533985	41.032729	0	0	0	0	4	2007	New	Partial	424870
1143	1144	20	RLD	NaN	9000	Paved	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	3	1959	1959	Gable	SS	Wd Sdng	Plywood	None	0.0	TA	TA	CB	TA	TA	No	GLQ	288	Unf	0	718	1006	GasA	TA	Y	SBrkr	1006	0	0	1006	0	0	1	0	3	1	TA	5	TF	0	NaN	NaN	NaN	0	542.010661	NaN	NaN	Y	-160.439048	36.707260	41.531479	0	0	0	0	7	2008	WD	Normal	80000
1144	1145	190	RLD	60.0	12180	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	2fmCon	1.5Fin	4	4	1941	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Fa	BT	Gd	TA	No	BLQ	348	Unf	0	324	672	Grav	Fa	N	FuseA	672	252	0	924	1	0	1	0	2	1	Fa	5	TF	0	Detchd	1941.0	Unf	1	679.310186	TA	TA	Y	126.024593	51.751560	39.907930	0	0	0	0	7	2010	WD	Normal	80000
1145	1146	50	RMD	52.0	6240	Paved	Reg	Lvl	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	1.5Fin	5	6	1928	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	1042	1042	GasA	Ex	Y	SBrkr	1042	534	0	1576	0	0	1	0	3	1	TA	8	TF	1	Detchd	1928.0	Unf	1	711.556502	TA	TA	Y	203.623704	60.015059	89.427737	0	0	0	0	8	2006	WD	Family	149000
1146	1147	20	RLD	NaN	11200	Paved	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	1Story	6	5	1985	1985	Gable	SS	Wd Sdng	Wd Shng	BrkFace	85.0	Gd	TA	CB	Gd	TA	No	GLQ	1258	Unf	0	40	1298	GasA	TA	Y	SBrkr	1298	0	0	1298	1	0	2	0	3	1	Gd	5	TF	1	Attchd	1985.0	Unf	2	506.672488	TA	TA	Y	-4.369946	220.021143	97.991123	0	0	0	0	5	2006	WD	Normal	180000
1147	1148	70	RLD	75.0	12000	Paved	Reg	Bnk	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	2Story	7	7	1941	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Rec	275	Unf	0	429	704	GasA	Ex	Y	SBrkr	860	704	0	1564	0	0	1	1	3	1	Fa	7	TF	1	Attchd	1941.0	Unf	1	172.810681	TA	TA	Y	-31.233484	111.610645	160.359381	0	0	0	0	7	2009	WD	Normal	174500
1148	1149	50	RMD	NaN	5700	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1.5Fin	7	7	1926	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	PC	TA	TA	No	Unf	0	Unf	0	572	572	GasA	TA	Y	SBrkr	572	539	0	1111	0	0	1	0	2	1	TA	5	TF	1	Detchd	1982.0	Unf	1	791.888246	TA	TA	Y	-31.705277	16.353016	-21.015814	0	0	0	0	8	2008	WD	Normal	116900
1149	1150	70	RMD	50.0	9000	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Artery	Norm	1Fam	2Story	7	9	1920	1988	Hip	SS	VinylSd	VinylSd	None	0.0	TA	Gd	PC	TA	TA	No	ALQ	624	Unf	0	26	650	GasA	Ex	Y	SBrkr	832	650	0	1482	0	1	1	0	3	1	TA	7	TF	0	Detchd	1930.0	Unf	2	851.201166	TA	TA	Y	178.240792	82.588177	-45.743443	0	0	0	0	7	2009	WD	Normal	143000
1150	1151	20	RLD	57.0	8280	Paved	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	5	1950	1950	Gable	SS	BrkFace	BrkFace	None	0.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	932	932	GasA	Ex	Y	FuseA	932	0	0	932	0	0	1	0	2	1	Gd	4	TF	1	Attchd	1950.0	Unf	1	334.437230	TA	TA	Y	249.313941	-95.357084	-66.828930	0	0	0	0	11	2007	WD	Normal	124000
1151	1152	20	RLD	134.0	17755	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	5	4	1959	1959	Gable	SS	HdBoard	Plywood	BrkFace	132.0	TA	TA	CB	TA	TA	No	BLQ	176	Unf	0	1290	1466	GasA	TA	Y	SBrkr	1466	0	0	1466	0	0	1	1	3	1	Fa	6	TF	2	Attchd	1959.0	Fin	2	428.246575	TA	TA	Y	117.699861	-36.295648	30.555079	0	100	0	0	11	2006	WD	Normal	149900
1152	1153	20	RLD	90.0	14115	Paved	IR1	Lvl	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	1Story	6	7	1956	2004	Gable	SS	Stone	Stone	None	0.0	TA	TA	PC	TA	TA	No	ALQ	296	GLQ	547	230	1073	GasA	Ex	Y	SBrkr	1811	0	0	1811	0	0	1	0	2	1	Ex	6	TF	1	Attchd	1956.0	Fin	2	-28.670737	TA	TA	Y	266.498734	35.224164	108.137018	0	0	0	0	7	2006	WD	Abnorml	230000
1153	1154	30	RMD	NaN	5890	Paved	Reg	Lvl	AllPub	C	GS	IDOTRR	Norm	Norm	1Fam	1Story	6	8	1930	2007	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	Gd	Gd	BT	TA	TA	Av	ALQ	538	Unf	0	278	816	GasA	Ex	Y	SBrkr	816	0	0	816	0	0	1	0	2	1	TA	5	TF	0	Detchd	2002.0	Unf	1	281.158631	TA	TA	Y	68.175038	65.047567	56.159446	0	0	0	0	6	2008	WD	Normal	120500
1154	1155	60	RLD	NaN	13700	Paved	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	2Story	7	6	1965	1988	Gable	SS	VinylSd	VinylSd	Stone	288.0	TA	TA	CB	TA	TA	Gd	ALQ	454	Unf	0	410	864	GasA	TA	Y	SBrkr	902	918	0	1820	0	0	1	2	4	1	Gd	8	TF	2	Attchd	1965.0	Unf	2	365.355808	TA	TA	Y	349.198644	81.970891	84.144936	0	273	0	0	5	2008	WD	Normal	201800
1155	1156	20	RLD	90.0	10768	Paved	IR1	Lvl	AllPub	C	GS	Veenker	Norm	Norm	1Fam	1Story	5	8	1976	2004	Gable	SS	Plywood	Plywood	None	0.0	Gd	Gd	CB	Gd	TA	Gd	ALQ	1157	Unf	0	280	1437	GasA	TA	Y	SBrkr	1437	0	0	1437	1	0	2	0	3	1	Gd	6	TF	1	Attchd	1976.0	RFn	2	522.585736	TA	TA	Y	263.790003	28.648295	25.271993	0	180	0	0	7	2007	WD	Normal	218000
1156	1157	80	RLD	85.0	9350	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	SLvl	5	8	1965	1999	Gable	SS	BrkFace	BrkFace	None	0.0	TA	Gd	PC	TA	TA	Gd	ALQ	633	Unf	0	586	1219	GasA	Gd	Y	SBrkr	1265	0	0	1265	0	1	2	0	3	1	Gd	6	TF	1	Attchd	1965.0	RFn	2	148.134848	TA	TA	Y	104.709445	-15.303248	-83.286673	96	0	0	0	10	2008	WD	Normal	179900
1157	1158	120	RLD	34.0	5001	Paved	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	Twnhs	1Story	7	5	2007	2008	Gable	SS	VinylSd	VinylSd	Stone	166.0	Gd	TA	PC	Gd	TA	No	GLQ	904	Unf	0	410	1314	GasA	Ex	Y	SBrkr	1314	0	0	1314	1	0	2	0	2	1	Gd	6	TF	1	Attchd	2008.0	RFn	2	703.181311	TA	TA	Y	83.042738	-29.789994	155.843259	0	0	0	0	7	2009	WD	Normal	230000
1158	1159	20	RLD	92.0	11932	Paved	Reg	Lvl	AllPub	FR2P	GS	Somerst	Feedr	Norm	1Fam	1Story	8	5	2007	2008	Gable	SS	VinylSd	VinylSd	Stone	186.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	1580	1580	GasA	Ex	Y	SBrkr	1580	0	0	1580	0	0	2	0	3	1	Gd	7	TF	0	Attchd	2008.0	RFn	3	679.146115	TA	TA	Y	91.768694	24.791287	22.722758	0	0	0	0	6	2008	ConLD	Partial	235128
1159	1160	60	RLD	76.0	9120	Paved	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	2Story	6	6	1974	1974	Hip	SS	HdBoard	HdBoard	BrkFace	270.0	Gd	TA	CB	TA	TA	No	ALQ	442	Unf	0	459	901	GasA	TA	Y	SBrkr	943	933	0	1876	0	0	2	1	4	1	Gd	8	TF	1	Attchd	1974.0	RFn	2	603.760882	Gd	TA	Y	153.046466	-0.567856	31.554713	0	0	0	0	7	2008	WD	Normal	185000
1160	1161	160	RLD	24.0	2280	Paved	Reg	Lvl	AllPub	I	GS	NPkVill	Norm	Norm	Twnhs	2Story	6	5	1978	1978	Gable	SS	Plywood	Brk Cmn	None	0.0	TA	TA	CB	Gd	TA	No	ALQ	311	Unf	0	544	855	GasA	Fa	Y	SBrkr	855	601	0	1456	0	0	2	1	3	1	TA	7	TF	1	Attchd	1978.0	Unf	2	587.314540	TA	TA	Y	199.136404	107.289816	-69.610565	0	0	0	0	7	2010	WD	Normal	146000
1161	1162	20	RLD	NaN	14778	Paved	IR1	Low	AllPub	CulDSac	GS	Crawfor	PosN	Norm	1Fam	1Story	6	7	1954	2006	Hip	SS	HdBoard	HdBoard	BrkFace	72.0	Gd	TA	CB	TA	TA	No	BLQ	728	Unf	0	568	1296	GasA	Ex	Y	SBrkr	1640	0	0	1640	1	0	1	0	3	1	Gd	7	TF	1	Detchd	1993.0	Unf	2	364.622491	TA	TA	Y	298.990427	28.933303	225.762714	216	0	0	0	11	2008	WD	Normal	224000
1162	1163	20	RLD	109.0	8724	Paved	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	5	1968	1968	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	Gd	TA	No	BLQ	492	Unf	0	402	894	GasA	Gd	Y	SBrkr	894	0	0	894	0	0	1	0	3	1	TA	5	TF	1	Attchd	1968.0	Fin	2	682.349142	TA	TA	Y	260.180624	-13.149398	4.122383	0	0	0	0	5	2007	WD	Normal	129000
1163	1164	90	RLD	60.0	12900	Paved	Reg	Lvl	AllPub	I	GS	Sawyer	Feedr	Norm	Duplex	SFoyer	4	4	1969	1969	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	Gd	TA	Av	GLQ	1198	Unf	0	0	1198	GasA	TA	Y	SBrkr	1258	0	0	1258	2	0	0	2	0	2	TA	6	TF	0	CarPort	1969.0	Unf	2	376.863958	Fa	TA	Y	-50.322233	124.422328	-38.004937	0	0	0	0	1	2008	WD	Alloca	108959
1164	1165	80	RLD	NaN	16157	Paved	IR1	Lvl	AllPub	FR2P	GS	Veenker	Feedr	Norm	1Fam	SLvl	5	7	1978	1978	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	PC	Gd	TA	Gd	ALQ	680	Rec	391	289	1360	GasA	Ex	Y	SBrkr	1432	0	0	1432	1	0	1	1	2	1	Gd	5	TF	1	Attchd	1978.0	Unf	2	324.992362	TA	TA	Y	119.999914	97.294190	-24.644031	0	0	0	0	6	2007	WD	Normal	194000
1165	1166	20	RLD	79.0	9541	Paved	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	1Story	7	5	2009	2009	Gable	SS	VinylSd	VinylSd	Stone	268.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	1502	1502	GasA	Ex	Y	SBrkr	1502	0	0	1502	0	0	2	0	3	1	Gd	7	TF	0	Attchd	2009.0	RFn	2	358.316672	TA	TA	Y	193.116669	51.878547	-38.653633	0	0	0	0	9	2009	New	Partial	233170
1166	1167	20	RLD	64.0	10475	Paved	IR1	Lvl	AllPub	C	GS	CollgCr	Norm	Norm	1Fam	1Story	8	5	2008	2008	Gable	SS	VinylSd	VinylSd	Stone	72.0	Gd	TA	PC	Gd	TA	Av	Unf	0	Unf	0	1694	1694	GasA	Ex	Y	SBrkr	1694	0	0	1694	0	0	2	0	3	1	Gd	7	TF	0	Attchd	2008.0	RFn	3	878.151274	TA	TA	Y	221.071888	-31.141755	-13.907169	0	0	0	0	2	2010	WD	Normal	245350
1167	1168	60	RLD	58.0	10852	Paved	IR1	Lvl	AllPub	I	GS	Gilbert	RRAn	Norm	1Fam	2Story	6	5	2000	2000	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	GLQ	786	Unf	0	173	959	GasA	Ex	Y	SBrkr	959	712	0	1671	1	0	2	1	3	1	TA	7	TF	1	Attchd	2000.0	Fin	2	565.185297	TA	TA	Y	-87.585909	172.429073	15.226449	0	0	0	0	2	2006	WD	Normal	173000
1168	1169	70	RLD	120.0	13728	Paved	Reg	Lvl	AllPub	C	GS	Edwards	Norm	Norm	1Fam	2Story	6	7	1935	1986	Hip	SS	Stucco	Stucco	None	0.0	TA	TA	CB	TA	TA	No	Rec	626	Unf	0	501	1127	GasA	Ex	Y	SBrkr	1236	872	0	2108	0	0	2	0	4	1	Gd	7	TF	2	Basment	1935.0	Unf	2	631.850928	TA	TA	Y	115.548970	31.039796	-92.752678	0	90	0	0	7	2008	WD	Normal	235000
1169	1170	60	RLD	118.0	35760	Paved	IR1	Lvl	AllPub	CulDSac	GS	NoRidge	Norm	Norm	1Fam	2Story	10	5	1995	1996	Hip	SS	HdBoard	HdBoard	BrkFace	1378.0	Gd	Gd	PC	Ex	TA	Gd	GLQ	1387	Unf	0	543	1930	GasA	Ex	Y	SBrkr	1831	1796	0	3627	1	0	3	1	4	1	Gd	10	TF	1	Attchd	1995.0	Fin	3	490.071798	TA	TA	Y	-43.608791	62.580211	-36.013084	0	0	0	0	7	2006	WD	Normal	625000
1170	1171	80	RLD	76.0	9880	Paved	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	SLvl	6	6	1977	1977	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	TA	TA	Av	ALQ	522	Unf	0	574	1096	GasA	TA	Y	SBrkr	1118	0	0	1118	1	0	1	0	3	1	TA	6	TF	1	Attchd	1977.0	Fin	1	478.957086	TA	TA	Y	-28.832053	123.484174	54.970338	0	0	576	0	7	2008	WD	Normal	171000
1171	1172	20	RLD	76.0	9120	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	6	1958	1958	Hip	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	ALQ	662	Unf	0	599	1261	GasA	Ex	Y	SBrkr	1261	0	0	1261	1	0	1	0	3	1	TA	6	TF	1	Attchd	1958.0	RFn	2	674.675800	TA	TA	Y	243.383409	54.663525	93.764872	0	288	0	1400	11	2008	WD	Normal	163000
1172	1173	160	FVR	35.0	4017	Paved	IR1	Lvl	AllPub	I	GS	Somerst	Norm	Norm	TwnhsE	2Story	7	5	2006	2007	Gable	SS	MetalSd	MetalSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	625	625	GasA	Ex	Y	SBrkr	625	625	0	1250	0	0	2	1	2	1	Gd	5	TF	0	Detchd	2006.0	Fin	2	549.570870	TA	TA	Y	57.946762	5.369892	94.122407	0	0	0	0	3	2008	WD	Normal	171900
1173	1174	50	RLD	138.0	18030	Paved	IR1	Bnk	AllPub	I	GS	ClearCr	Norm	Norm	1Fam	1.5Fin	5	6	1946	1994	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Rec	152	BLQ	469	977	1598	GasA	TA	Y	SBrkr	1636	971	479	3086	0	0	3	0	3	1	Ex	12	MajD1	1	NaN	NaN	NaN	0	281.275745	NaN	NaN	Y	15.318845	34.667088	-58.823085	0	0	0	0	3	2007	WD	Normal	200500
1174	1175	70	RLD	80.0	16560	Paved	IR1	Lvl	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	2Story	6	8	1932	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	Gd	TA	No	Rec	503	Unf	0	449	952	GasA	TA	Y	SBrkr	1170	1175	0	2345	0	0	2	1	4	1	TA	9	TF	1	Detchd	1932.0	Unf	2	214.122804	TA	TA	Y	-84.735325	-6.910008	51.893993	0	0	0	0	7	2006	WD	Normal	239000
1175	1176	50	RLD	85.0	10678	Paved	Reg	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	1.5Fin	8	5	1992	2000	Hip	SS	HdBoard	HdBoard	BrkFace	337.0	Gd	TA	PC	Gd	TA	No	GLQ	700	Unf	0	983	1683	GasA	Ex	Y	SBrkr	2129	743	0	2872	0	0	2	1	4	1	Gd	9	TF	1	Attchd	1992.0	Fin	2	361.432658	TA	TA	Y	50.383565	207.385155	28.312625	0	0	0	0	4	2007	WD	Normal	285000
1176	1177	20	RLD	37.0	6951	Paved	IR1	Lvl	AllPub	CulDSac	GS	Mitchel	Norm	Norm	1Fam	1Story	5	5	1984	1985	Gable	SS	HdBoard	Plywood	None	0.0	TA	TA	CB	TA	TA	No	ALQ	658	Unf	0	218	876	GasA	TA	Y	SBrkr	923	0	0	923	1	0	1	0	3	1	TA	5	TF	0	Attchd	1984.0	Unf	1	479.889412	TA	TA	Y	253.770200	-18.247963	115.044566	0	0	0	0	10	2008	WD	Normal	119500
1177	1178	50	RMD	NaN	3950	Paved	Reg	Bnk	AllPub	I	GS	OldTown	Artery	Norm	1Fam	1.5Fin	6	8	1926	2004	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Rec	468	Unf	0	350	818	GasA	TA	Y	SBrkr	818	406	0	1224	0	0	1	0	3	1	TA	5	TF	0	Detchd	1926.0	Unf	1	198.663301	TA	TA	N	158.884201	80.390128	94.233893	0	0	0	0	12	2009	WD	Normal	115000
1178	1179	50	RLD	54.0	7681	Paved	IR1	Lvl	AllPub	FR2P	GS	Crawfor	Norm	Norm	1Fam	1.5Fin	5	6	1921	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	731	731	GasA	Ex	Y	SBrkr	820	523	0	1343	0	0	1	1	3	1	TA	7	TF	1	Detchd	1921.0	Unf	1	689.250728	Fa	TA	Y	228.757707	91.935908	10.853001	0	0	0	0	7	2009	WD	Normal	154900
1179	1180	20	RLD	77.0	8335	Paved	Reg	Lvl	AllPub	C	GS	Edwards	Norm	Norm	1Fam	1Story	5	5	1954	1954	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	SL	NaN	NaN	NaN	NaN	0	NaN	0	0	0	GasA	Gd	Y	SBrkr	1124	0	0	1124	0	0	1	0	3	1	TA	5	MD2	1	NaN	NaN	NaN	0	584.636261	NaN	NaN	N	243.408216	-25.482384	14.388590	0	0	0	0	4	2006	WD	Normal	93000
1180	1181	60	RLD	NaN	11170	Paved	IR2	Lvl	AllPub	C	GS	Timber	Norm	Norm	1Fam	2Story	7	5	1990	1991	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	W	Gd	TA	No	LwQ	1216	Unf	0	0	1216	GasA	Ex	Y	SBrkr	1298	1216	0	2514	0	0	2	1	4	1	TA	8	TF	0	Attchd	1990.0	Fin	2	144.235486	TA	TA	Y	11.077905	-20.915226	-14.580031	0	0	0	0	4	2006	WD	Normal	250000
1181	1182	120	RMD	64.0	5587	Paved	IR1	HLS	AllPub	I	MS	Crawfor	Norm	Norm	TwnhsE	1Story	8	5	2008	2008	Hip	SS	CemntBd	CmentBd	Stone	186.0	Ex	TA	PC	Ex	TA	Gd	GLQ	1480	Unf	0	120	1600	GasA	Ex	Y	SBrkr	1652	0	0	1652	1	1	2	0	2	1	Gd	5	TF	1	Attchd	2008.0	Fin	2	548.732464	TA	TA	Y	405.396843	27.230727	-30.530672	153	0	0	0	11	2008	New	Partial	392500
1182	1183	60	RLD	160.0	15623	Paved	IR1	Lvl	AllPub	C	GS	NoRidge	Norm	Norm	1Fam	2Story	10	5	1996	1996	Hip	SS	Wd Sdng	ImStucc	None	0.0	Gd	TA	PC	Ex	TA	Av	GLQ	2096	Unf	0	300	2396	GasA	Ex	Y	SBrkr	2411	2065	0	4476	1	0	3	1	4	1	Ex	10	TF	2	Attchd	1996.0	Fin	3	587.238861	TA	TA	Y	232.217149	44.087352	155.339206	0	0	555	0	7	2007	WD	Abnorml	745000
1183	1184	30	RLD	60.0	10800	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1Story	5	6	1920	1950	Hip	SS	Stucco	Stucco	None	0.0	TA	TA	BT	TA	TA	No	Rec	821	Unf	0	299	1120	GasA	Ex	Y	SBrkr	1130	0	0	1130	1	0	1	0	2	1	TA	5	TF	1	Detchd	1970.0	Unf	2	458.924629	TA	TA	Y	63.619024	117.637105	88.844985	0	0	0	0	6	2006	WD	Normal	120000
1184	1185	20	RLD	50.0	35133	Gravel	Reg	Lvl	AllPub	I	MS	Timber	Norm	Norm	1Fam	1Story	5	4	1963	1963	Hip	SS	MetalSd	MetalSd	BrkFace	226.0	TA	TA	CB	TA	TA	Gd	Rec	1159	Unf	0	413	1572	GasA	Gd	Y	SBrkr	1572	0	0	1572	1	0	1	1	3	1	TA	5	TF	2	2TFes	1963.0	RFn	3	182.653577	TA	TA	Y	-16.194130	27.109822	-80.563433	0	263	0	0	5	2007	WD	Normal	186700
1185	1186	50	RLD	60.0	9738	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1.5Fin	5	7	1924	1950	Gable	SS	AsbShng	AsbShng	None	0.0	TA	Gd	BT	TA	TA	No	BLQ	392	Unf	0	392	784	GasA	Gd	Y	SBrkr	949	272	0	1221	1	0	1	0	4	1	TA	7	TF	0	Attchd	1965.0	Unf	1	288.284848	TA	TA	Y	129.521893	-6.874674	33.144129	0	0	0	0	3	2006	WD	Normal	104900
1186	1187	190	RLD	107.0	10615	Paved	IR1	Bnk	AllPub	C	MS	OldTown	Artery	Artery	2fmCon	2Story	3	5	1900	1970	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	Fa	TA	Mn	BLQ	440	Unf	0	538	978	GasA	TA	Y	SBrkr	1014	685	0	1699	1	0	2	0	3	2	TA	7	TF	0	CarPort	1920.0	Unf	2	579.405749	Fa	Fa	Y	64.464250	93.380006	-25.737607	0	0	0	0	8	2009	WD	Abnorml	95000
1187	1188	20	RLD	89.0	12461	Paved	Reg	Lvl	AllPub	C	GS	NoRidge	Norm	Norm	1Fam	1Story	8	5	1994	1995	Gable	SS	ImStucc	ImStucc	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	1456	Unf	0	168	1624	GasA	Ex	Y	SBrkr	1624	0	0	1624	1	0	2	0	2	1	Gd	5	TF	1	Attchd	1994.0	RFn	3	405.821491	TA	TA	Y	-53.643989	-9.252005	6.818527	0	0	0	0	7	2006	WD	Normal	262000
1188	1189	60	RLD	68.0	8935	Paved	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2002	2002	Gable	SS	VinylSd	VinylSd	BrkFace	95.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	831	831	GasA	Ex	Y	SBrkr	831	829	0	1660	0	0	2	1	3	1	Gd	7	TF	0	Attchd	2002.0	RFn	2	315.102764	TA	TA	Y	-235.948605	38.420487	-50.092122	0	0	0	0	7	2009	WD	Normal	195000
1189	1190	60	RLD	60.0	7500	Paved	Reg	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	7	5	1999	1999	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	TA	TA	No	Unf	0	Unf	0	994	994	GasA	Gd	Y	SBrkr	1028	776	0	1804	0	0	2	1	3	1	Gd	7	TF	1	Attchd	1999.0	Fin	2	920.233699	TA	TA	Y	356.302980	117.251920	-15.984613	0	0	0	0	6	2010	WD	Normal	189000
1190	1191	190	RLD	NaN	32463	Paved	Reg	Low	AllPub	I	MS	Mitchel	Norm	Norm	2fmCon	1Story	4	4	1961	1975	Gable	SS	MetalSd	MetalSd	Stone	149.0	TA	Gd	CB	TA	TA	Av	BLQ	1159	Unf	0	90	1249	GasA	Ex	Y	SBrkr	1622	0	0	1622	1	0	1	0	3	1	TA	7	TF	1	2TFes	1975.0	Fin	4	226.002611	TA	TA	Y	330.400916	106.921094	8.136790	0	0	0	0	3	2007	WD	Normal	168000
1191	1192	160	FVR	24.0	2645	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	Twnhs	2Story	8	5	1999	2000	Gable	SS	MetalSd	MetalSd	BrkFace	456.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	776	776	GasA	Ex	Y	SBrkr	764	677	0	1441	0	0	2	1	2	1	Gd	5	TF	0	Detchd	1999.0	Unf	2	466.276729	TA	TA	Y	35.487209	-29.052281	18.928325	0	0	0	0	11	2007	WD	Normal	174000
1192	1193	50	RMD	60.0	9600	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1.5Fin	5	8	1925	1994	Gambrel	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	TA	TA	Mn	Unf	0	Unf	0	702	702	GasA	Gd	Y	SBrkr	842	630	0	1472	0	0	1	0	3	1	Gd	6	TF	0	Detchd	1925.0	Unf	1	493.561165	TA	Fa	P	139.710112	52.890189	77.935152	0	0	0	0	7	2007	WD	Normal	125000
1193	1194	120	RMD	NaN	4500	Paved	Reg	Lvl	AllPub	FR2P	GS	Mitchel	Norm	Norm	TwnhsE	1Story	6	5	1999	1999	Hip	SS	VinylSd	VinylSd	BrkFace	425.0	TA	TA	PC	Ex	TA	No	GLQ	883	Unf	0	341	1224	GasA	Ex	Y	SBrkr	1224	0	0	1224	1	0	2	0	2	1	TA	5	TF	0	Attchd	1999.0	Fin	2	581.234267	TA	TA	Y	47.001538	119.348710	30.368883	0	0	0	0	6	2009	WD	Normal	165000
1194	1195	60	RLD	80.0	9364	Paved	Reg	Lvl	AllPub	C	GS	Sawyer	Norm	Norm	1Fam	2Story	6	7	1969	1969	Gable	SS	HdBoard	HdBoard	Stone	143.0	TA	TA	CB	TA	TA	No	ALQ	371	Unf	0	292	663	GasA	TA	Y	SBrkr	663	689	0	1352	0	0	1	1	4	1	TA	7	TF	0	Attchd	1969.0	Fin	1	666.604319	TA	TA	Y	204.744075	-48.152339	-31.536236	0	0	0	0	3	2010	WD	Normal	158000
1195	1196	60	RLD	51.0	8029	Paved	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	2005	2005	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0	Unf	0	728	728	GasA	Ex	Y	SBrkr	728	728	0	1456	0	0	2	1	3	1	Gd	8	TF	0	Attchd	2005.0	Fin	2	356.388023	TA	TA	Y	81.060656	-37.007773	61.082985	0	0	0	0	7	2008	WD	Normal	176000
1196	1197	60	RLD	58.0	14054	Paved	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	7	5	2006	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	Unf	0	Unf	0	879	879	GasA	Ex	Y	SBrkr	879	984	0	1863	0	0	2	1	4	1	Gd	9	TF	1	BuiltIn	2006.0	Fin	3	488.765427	TA	TA	Y	-2.484549	43.229165	106.436268	0	0	0	0	11	2006	New	Partial	219210
1197	1198	75	RMD	65.0	8850	Paved	IR1	Bnk	AllPub	C	GS	OldTown	Norm	Norm	1Fam	2.5Unf	7	6	1916	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	815	815	GasA	Ex	Y	SBrkr	815	875	0	1690	0	0	1	0	3	1	TA	7	TF	1	Detchd	1916.0	Unf	1	251.933469	TA	TA	Y	129.129073	102.660313	-81.750350	0	0	0	0	7	2006	ConLw	Normal	144000
1198	1199	20	RLD	70.0	9100	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2001	2001	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	1212	1212	GasA	Ex	Y	SBrkr	1212	0	0	1212	0	0	2	0	3	1	Gd	6	TF	0	Attchd	2001.0	RFn	2	412.985845	TA	TA	Y	104.885536	86.788968	107.877111	0	0	0	0	6	2009	WD	Normal	178000
1199	1200	20	RLD	75.0	11235	Paved	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	4	5	1963	1979	Gable	SS	HdBoard	HdBoard	BrkFace	51.0	TA	TA	CB	TA	TA	No	Rec	547	Unf	0	504	1051	GasA	Gd	Y	SBrkr	1382	0	0	1382	0	0	1	1	3	1	TA	6	TF	1	Attchd	1974.0	Unf	2	31.884812	TA	TA	Y	-8.515153	93.351555	-18.277531	0	0	0	0	10	2006	WD	Normal	148000
1200	1201	20	RLD	71.0	9353	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	4	5	1970	1970	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	864	864	GasA	Gd	Y	SBrkr	864	0	0	864	0	0	1	0	3	1	TA	5	TF	0	Attchd	1972.0	Unf	1	408.934697	TA	TA	Y	146.580080	113.373243	163.283601	0	0	0	0	7	2006	Oth	Abnorml	116050
1201	1202	60	RLD	80.0	10400	Paved	Reg	Lvl	AllPub	C	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	1998	1998	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	Av	Unf	0	Unf	0	866	866	GasA	Ex	Y	SBrkr	866	913	0	1779	0	0	2	1	3	1	Gd	6	TF	0	Attchd	1998.0	RFn	2	798.636275	TA	TA	Y	94.463112	18.807081	127.863878	0	0	0	0	3	2009	WD	Normal	197900
1202	1203	50	RMD	50.0	6000	Paved	Reg	Lvl	AllPub	C	GS	BrkSide	Norm	Norm	1Fam	1.5Fin	5	8	1925	1997	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	884	884	GasA	Ex	Y	SBrkr	884	464	0	1348	1	0	1	0	3	1	TA	5	TF	1	Detchd	1960.0	Unf	1	321.977242	TA	TA	N	301.215374	102.879007	63.508899	0	0	0	0	5	2009	WD	Normal	117000
1203	1204	20	RLD	75.0	9750	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2000	2001	Gable	SS	VinylSd	VinylSd	BrkFace	171.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	1630	1630	GasA	Ex	Y	SBrkr	1630	0	0	1630	0	0	2	0	3	1	Gd	6	TF	1	Attchd	2000.0	Unf	2	809.092561	TA	TA	Y	93.050713	133.012277	39.433841	0	0	0	0	10	2009	WD	Normal	213000
1204	1205	20	RLD	78.0	10140	Paved	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	1Story	5	6	1975	1975	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	Gd	TA	No	ALQ	788	Unf	0	268	1056	GasA	Ex	Y	SBrkr	1074	0	0	1074	1	0	1	1	3	1	TA	6	TF	0	Attchd	1975.0	RFn	2	384.856899	TA	TA	Y	2.847819	-29.029937	-53.610295	0	0	0	0	7	2006	WD	Normal	153500
1205	1206	20	RLD	90.0	14684	Paved	IR1	Lvl	AllPub	CulDSac	GS	SawyerW	Norm	Norm	1Fam	1Story	7	7	1990	1991	Hip	SS	HdBoard	HdBoard	BrkFace	234.0	Gd	TA	CB	Gd	TA	Mn	ALQ	485	BLQ	177	1496	2158	GasA	Gd	Y	SBrkr	2196	0	0	2196	0	0	2	0	3	1	Gd	7	TF	1	Attchd	1990.0	RFn	3	91.158553	TA	TA	Y	100.879819	77.890229	50.137116	0	0	0	0	6	2009	WD	Normal	271900
1206	1207	20	RHD	NaN	8900	Paved	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	1Story	4	4	1966	1966	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	Rec	1056	Unf	0	0	1056	GasA	TA	Y	SBrkr	1056	0	0	1056	1	0	1	0	2	1	TA	5	TF	0	Detchd	1966.0	Unf	1	657.913235	TA	TA	Y	43.008811	69.667235	2.426936	0	0	0	0	11	2006	WD	Normal	107000
1207	1208	20	RLD	70.0	9135	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	6	5	2003	2003	Gable	SS	VinylSd	VinylSd	BrkFace	120.0	Gd	TA	PC	Gd	TA	Av	GLQ	340	Unf	0	1342	1682	GasA	Ex	Y	SBrkr	1700	0	0	1700	1	0	2	0	3	1	Gd	7	TF	0	Attchd	2003.0	RFn	2	487.221068	TA	TA	Y	154.438920	45.315455	-16.503662	0	0	0	0	5	2006	WD	Normal	200000
1208	1209	20	RLD	70.0	7763	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1962	1980	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	CB	TA	TA	No	Rec	504	BLQ	108	319	931	GasA	TA	Y	SBrkr	1283	0	0	1283	1	0	1	0	3	1	TA	6	TF	0	Detchd	1980.0	Unf	2	385.122274	TA	TA	Y	128.223623	85.939832	72.285017	0	0	0	0	10	2008	WD	Normal	140000
1209	1210	20	RLD	85.0	10182	Paved	IR1	Lvl	AllPub	CulDSac	GS	Somerst	RRNn	Norm	1Fam	1Story	8	5	2006	2006	Hip	SS	VinylSd	VinylSd	Stone	420.0	Gd	TA	PC	Ex	TA	Mn	GLQ	1220	Unf	0	440	1660	GasA	Ex	Y	SBrkr	1660	0	0	1660	1	0	2	0	3	1	Gd	8	TF	1	Attchd	2006.0	RFn	2	297.482986	TA	TA	Y	176.052428	-22.668463	38.503203	0	0	0	0	5	2006	New	Partial	290000
1210	1211	60	RLD	70.0	11218	Paved	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	2Story	6	5	1992	1992	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	1055	1055	GasA	Ex	Y	SBrkr	1055	790	0	1845	0	0	2	1	3	1	Gd	8	TF	1	Attchd	1992.0	RFn	2	410.221282	TA	TA	Y	1.065639	105.886573	-39.489370	0	0	0	400	5	2010	WD	Normal	189000
1211	1212	50	RLD	152.0	12134	Paved	IR1	Bnk	AllPub	I	MS	Gilbert	Norm	Norm	1Fam	1.5Fin	8	7	1988	2005	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	Gd	TA	W	Gd	TA	Av	GLQ	427	Unf	0	132	559	GasA	Gd	Y	SBrkr	1080	672	0	1752	0	0	2	0	4	1	TA	8	TF	0	Basment	1988.0	RFn	2	193.799703	TA	TA	Y	282.961133	36.839249	-131.719520	0	0	0	0	6	2010	WD	Normal	164000
1212	1213	30	RLD	50.0	9340	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	4	6	1941	1950	Hip	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Rec	344	Unf	0	328	672	GasA	TA	Y	SBrkr	672	0	0	672	1	0	1	0	2	1	TA	4	TF	0	Attchd	1941.0	Unf	1	17.271592	TA	TA	N	96.113272	71.598713	113.495940	0	0	0	0	8	2009	WD	Normal	113000
1213	1214	80	RLD	NaN	10246	Paved	IR1	Lvl	AllPub	CulDSac	GS	Sawyer	Norm	Norm	1Fam	SLvl	4	9	1965	2001	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	CB	TA	Gd	Av	GLQ	648	Unf	0	0	648	GasA	Ex	Y	SBrkr	960	0	0	960	1	1	0	0	0	1	TA	3	TF	0	Attchd	1965.0	Unf	1	796.179279	TA	TA	Y	82.268610	37.206297	-76.600278	0	0	0	0	5	2006	WD	Normal	145000
1214	1215	85	RLD	69.0	10205	Paved	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	SFoyer	5	5	1962	1962	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	Av	BLQ	784	Unf	0	141	925	GasA	TA	Y	SBrkr	999	0	0	999	1	0	1	0	3	1	TA	6	TF	0	Attchd	1962.0	Unf	1	674.693748	TA	TA	Y	-206.560535	107.624900	76.147103	0	0	0	0	5	2006	WD	Normal	134500
1215	1216	20	RLD	99.0	7094	Paved	IR1	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	5	1966	1966	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	No	Rec	180	LwQ	374	340	894	GasA	TA	Y	SBrkr	894	0	0	894	0	0	1	0	3	1	TA	5	TF	0	Detchd	1966.0	RFn	1	421.144859	TA	TA	Y	96.259385	-12.120147	34.686551	0	0	0	0	5	2007	WD	Normal	125000
1216	1217	90	RMD	68.0	8930	Paved	Reg	Lvl	AllPub	I	GS	Sawyer	RRAe	Norm	Duplex	1.5Fin	6	5	1978	1978	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	SL	NaN	NaN	NaN	NaN	0	NaN	0	0	0	GasA	TA	Y	SBrkr	1318	584	0	1902	0	0	2	0	4	2	TA	8	TF	0	Attchd	1978.0	Unf	2	236.748880	TA	TA	Y	35.431404	127.254226	151.157704	0	0	0	0	4	2010	WD	Normal	112000
1217	1218	20	FVR	72.0	8640	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	8	5	2009	2009	Gable	SS	CemntBd	CmentBd	Stone	72.0	Gd	TA	PC	Gd	TA	Mn	GLQ	936	Unf	0	364	1300	GasA	Ex	Y	SBrkr	1314	0	0	1314	1	0	2	0	3	1	Gd	6	TF	0	Attchd	2009.0	RFn	2	298.513171	TA	TA	Y	250.753487	14.187112	-88.089644	0	0	0	0	9	2009	New	Partial	229456
1218	1219	50	RMD	52.0	6240	Paved	Reg	Lvl	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	1.5Fin	4	5	1947	1950	Gable	SS	AsbShng	AsbShng	None	0.0	TA	TA	SL	NaN	NaN	NaN	NaN	0	NaN	0	0	0	GasA	Gd	N	SBrkr	672	240	0	912	0	0	1	0	2	1	TA	3	TF	0	NaN	NaN	NaN	0	468.484787	NaN	NaN	N	191.408749	151.789713	73.145232	0	0	0	0	7	2006	WD	Normal	80500
1219	1220	160	RMD	21.0	1680	Paved	Reg	Lvl	AllPub	I	GS	BrDale	Norm	Norm	Twnhs	2Story	6	5	1971	1971	Gable	SS	CemntBd	CmentBd	BrkFace	236.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	672	672	GasA	TA	Y	SBrkr	672	546	0	1218	0	0	1	1	3	1	TA	7	TF	0	NaN	NaN	NaN	0	749.417380	NaN	NaN	N	201.131679	79.593223	-56.678515	0	0	0	0	4	2006	WD	Abnorml	91500
1220	1221	20	RLD	66.0	7800	Paved	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1964	1964	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	Rec	312	LwQ	600	0	912	GasA	TA	Y	SBrkr	912	0	0	912	0	0	1	0	2	1	TA	5	TF	0	Attchd	1964.0	Unf	1	854.556775	TA	TA	Y	190.950807	107.231041	46.954406	0	0	0	0	11	2006	WD	Abnorml	115000
1221	1222	20	RLD	55.0	8250	Paved	Reg	Lvl	AllPub	I	GS	Sawyer	Feedr	Norm	1Fam	1Story	5	5	1968	1968	Hip	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	BLQ	250	LwQ	492	210	952	GasA	Ex	Y	SBrkr	1211	0	0	1211	0	0	1	0	3	1	TA	5	TF	1	Attchd	1968.0	Unf	1	539.003944	TA	TA	Y	-40.950917	100.129803	-64.487272	0	0	0	0	8	2008	WD	Normal	134000
1222	1223	50	RLD	78.0	10496	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Artery	Norm	1Fam	1.5Fin	6	6	1949	1950	Gable	SS	Wd Sdng	Wd Sdng	BrkFace	320.0	TA	TA	CB	TA	TA	Mn	Rec	196	Unf	0	844	1040	GasA	Ex	Y	SBrkr	1168	678	0	1846	0	0	2	0	3	1	TA	7	TF	1	Attchd	1949.0	Unf	1	77.942988	TA	TA	Y	268.968136	27.938607	-58.074778	0	0	0	0	1	2007	WD	Normal	143000
1223	1224	20	RLD	89.0	10680	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	3	1951	1951	Hip	SS	Wd Sdng	Wd Sdng	BrkFace	44.0	TA	TA	CB	TA	Fa	No	LwQ	756	Unf	0	1380	2136	GasA	TA	N	FuseA	2136	0	0	2136	0	0	2	0	4	1	TA	7	MD	0	Detchd	1951.0	Unf	2	496.302476	TA	TA	Y	266.801705	95.272275	134.390906	0	0	0	0	10	2006	WD	Normal	137900
1224	1225	60	RLD	60.0	15384	Paved	IR1	Lvl	AllPub	I	GS	Gilbert	RRAn	Norm	1Fam	2Story	7	5	2004	2005	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	GLQ	724	Unf	0	64	788	GasA	Ex	Y	SBrkr	788	702	0	1490	1	0	2	1	3	1	Gd	8	TF	1	Attchd	2004.0	Fin	2	916.006700	TA	TA	Y	-1.381582	-17.290886	123.847374	0	0	0	0	2	2008	WD	Normal	184000
1225	1226	80	RLD	65.0	10482	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	SLvl	6	8	1958	1958	Hip	SS	VinylSd	VinylSd	BrkFace	63.0	TA	Gd	CB	TA	TA	Av	GLQ	507	Unf	0	81	588	GasA	Ex	Y	SBrkr	1138	0	0	1138	0	1	1	0	3	1	TA	6	TF	0	Attchd	1958.0	RFn	1	119.508412	TA	TA	Y	234.773603	12.658745	160.137741	0	0	0	0	6	2007	WD	Normal	145000
1226	1227	60	RLD	86.0	14598	Paved	IR1	Lvl	AllPub	CulDSac	GS	Somerst	Feedr	Norm	1Fam	2Story	6	5	2007	2007	Gable	SS	VinylSd	VinylSd	Stone	74.0	Gd	TA	PC	Gd	TA	Mn	Unf	0	Unf	0	894	894	GasA	Ex	Y	SBrkr	894	1039	0	1933	0	0	2	1	4	1	Gd	9	TF	1	BuiltIn	2007.0	Fin	3	444.093801	TA	TA	Y	98.367639	27.660892	2.058743	0	0	0	0	1	2008	WD	Normal	214000
1227	1228	20	RLD	72.0	8872	Paved	Reg	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	5	8	1965	2008	Gable	SS	VinylSd	VinylSd	BrkFace	300.0	TA	TA	CB	TA	TA	No	ALQ	595	Unf	0	317	912	GasA	Ex	Y	SBrkr	912	0	0	912	1	0	1	0	2	1	Gd	5	TF	0	Detchd	1992.0	Unf	2	335.688983	TA	TA	Y	82.120573	-24.421471	-84.655391	0	0	0	0	12	2008	WD	Normal	147000
1228	1229	120	RLD	65.0	8769	Paved	Reg	Lvl	AllPub	C	GS	NridgHt	Norm	Norm	TwnhsE	1Story	9	5	2008	2008	Hip	SS	MetalSd	MetalSd	BrkFace	766.0	Ex	TA	PC	Ex	TA	No	GLQ	1540	Unf	0	162	1702	GasA	Ex	Y	SBrkr	1702	0	0	1702	1	0	1	1	1	1	Ex	7	TF	1	Attchd	2008.0	Fin	3	605.315800	TA	TA	Y	347.784058	97.820491	30.079103	0	224	0	0	10	2008	New	Partial	367294
1229	1230	80	RLD	70.0	7910	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	SLvl	5	5	1960	1960	Hip	SS	BrkFace	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	ALQ	666	Unf	0	409	1075	GasA	Gd	Y	SBrkr	1507	0	0	1507	0	0	2	0	4	1	TA	7	MajD1	0	Basment	1960.0	Unf	1	739.921796	TA	TA	Y	155.617192	111.607108	-19.376323	0	0	0	0	8	2008	WD	Normal	127000
1230	1231	90	RLD	NaN	18890	Paved	IR1	Lvl	AllPub	I	GS	Sawyer	Feedr	RRAe	Duplex	1.5Fin	5	5	1977	1977	Shed	SS	Plywood	Plywood	None	1.0	TA	TA	CB	Gd	TA	No	GLQ	498	Rec	211	652	1361	GasA	Ex	Y	SBrkr	1361	1259	0	2620	0	0	2	2	4	2	TA	12	TF	1	BuiltIn	1977.0	RFn	2	721.106107	TA	TA	N	183.292201	-131.694261	-27.678084	0	0	0	8300	8	2007	WD	Normal	190000
1231	1232	90	RLD	70.0	7728	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	Duplex	SLvl	5	6	1962	1962	Hip	SS	Wd Sdng	Wd Sdng	BrkFace	120.0	TA	TA	CB	TA	TA	Av	ALQ	803	Unf	0	303	1106	GasA	TA	Y	SBrkr	1190	0	0	1190	1	0	1	0	3	1	TA	6	TF	0	Attchd	1962.0	Unf	2	784.294628	TA	TA	Y	208.737737	75.312371	47.415731	0	0	0	0	5	2006	WD	Normal	132500
1232	1233	90	RLD	70.0	9842	Paved	Reg	Lvl	AllPub	FR2P	GS	NAmes	Norm	Norm	Duplex	1Story	4	5	1962	1962	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	SL	NaN	NaN	NaN	NaN	0	NaN	0	0	0	GasA	TA	Y	SBrkr	1224	0	0	1224	0	0	2	0	2	2	TA	6	TF	0	CarPort	1962.0	Unf	2	430.545692	TA	TA	Y	111.146779	-36.241024	31.631851	0	0	0	0	3	2007	WD	Normal	101800
1233	1234	20	RLD	NaN	12160	Paved	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1959	1959	Hip	SS	Plywood	Plywood	BrkFace	180.0	TA	TA	CB	TA	TA	No	Rec	1000	Unf	0	188	1188	GasA	Fa	Y	SBrkr	1188	0	0	1188	1	0	1	0	3	1	TA	6	TF	0	Attchd	1959.0	RFn	2	763.228223	TA	TA	Y	65.106342	11.390189	35.086439	0	0	0	0	5	2010	COD	Abnorml	142000
1234	1235	70	RHD	55.0	8525	Paved	Reg	Bnk	AllPub	I	GS	SWISU	Norm	Norm	1Fam	2Story	5	6	1911	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	PC	TA	TA	Av	Unf	0	Unf	0	940	940	GasA	TA	N	FuseA	1024	940	0	1964	0	0	1	1	4	1	TA	7	TF	0	NaN	NaN	NaN	0	250.862705	NaN	NaN	N	340.953897	121.691148	35.947731	0	0	0	0	11	2008	WD	Abnorml	130000
1235	1236	70	RLD	96.0	13132	Paved	Reg	Lvl	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	2Story	5	5	1914	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	Gd	TA	Mn	Unf	0	Unf	0	747	747	GasA	Gd	Y	FuseF	892	892	0	1784	0	0	1	1	4	1	TA	9	TF	0	Detchd	1914.0	Unf	1	865.924573	Fa	Fa	N	-33.314265	54.628256	-1.928356	0	0	0	0	7	2006	WD	Normal	138887
1236	1237	160	RLD	36.0	2628	Paved	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	Twnhs	2Story	7	5	2003	2003	Gable	SS	VinylSd	Wd Shng	Stone	106.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	764	764	GasA	Ex	Y	SBrkr	764	862	0	1626	0	0	2	1	2	1	Gd	6	TF	0	BuiltIn	2003.0	RFn	2	478.684827	TA	TA	Y	219.340822	120.337581	-72.747434	0	0	0	0	6	2010	WD	Normal	175500
1237	1238	60	RLD	41.0	12393	Paved	IR2	Lvl	AllPub	FR2P	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2004	2005	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	847	847	GasA	Ex	Y	SBrkr	847	1101	0	1948	0	0	2	1	4	1	Gd	8	TF	1	BuiltIn	2004.0	Fin	2	708.147791	TA	TA	Y	173.852797	16.818069	148.315644	0	0	0	0	9	2006	WD	Normal	195000
1238	1239	20	RLD	63.0	13072	Paved	Reg	Lvl	AllPub	I	GS	SawyerW	RRAe	Norm	1Fam	1Story	6	5	2005	2005	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	1141	1141	GasA	Ex	Y	SBrkr	1141	0	0	1141	0	0	1	1	3	1	TA	6	TF	0	Detchd	2005.0	Unf	2	390.530496	TA	TA	Y	-58.942432	114.839199	-48.476022	0	0	0	0	3	2006	WD	Abnorml	142500
1239	1240	20	RLD	64.0	9037	Paved	IR1	HLS	AllPub	I	GS	Timber	Norm	Norm	1Fam	1Story	8	5	2006	2006	Hip	SS	VinylSd	VinylSd	BrkFace	32.0	Gd	TA	PC	Gd	TA	Av	GLQ	428	Unf	0	1048	1476	GasA	Ex	Y	SBrkr	1484	0	0	1484	0	0	2	0	2	1	Ex	6	TF	1	Attchd	2006.0	RFn	2	821.957659	TA	TA	Y	306.916076	-75.143953	77.361802	0	0	0	0	12	2007	WD	Normal	265900
1240	1241	60	RLD	65.0	8158	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2003	2003	Gable	SS	VinylSd	VinylSd	BrkFace	252.0	Gd	TA	PC	Gd	TA	No	GLQ	550	Unf	0	334	884	GasA	Ex	Y	SBrkr	884	884	0	1768	1	0	2	1	3	1	Gd	8	TF	0	Attchd	2003.0	RFn	2	-25.419540	TA	TA	Y	-42.884837	-12.553847	-33.288335	0	0	0	0	7	2008	WD	Normal	224900
1241	1242	20	RLD	83.0	9849	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	7	6	2007	2007	Hip	SS	VinylSd	VinylSd	Stone	0.0	Gd	TA	PC	Gd	TA	Av	Unf	0	Unf	0	1689	1689	GasA	Ex	Y	SBrkr	1689	0	0	1689	0	0	2	0	3	1	Gd	7	TF	0	Attchd	2007.0	RFn	3	494.302083	TA	TA	Y	138.038330	129.136536	-73.946867	0	0	0	0	6	2007	New	Partial	248328
1242	1243	85	RLD	85.0	10625	Paved	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	SFoyer	7	6	1974	1974	Gable	SS	Plywood	Plywood	BrkFace	81.0	TA	TA	CB	Gd	TA	Gd	GLQ	885	LwQ	168	0	1053	GasA	TA	Y	SBrkr	1173	0	0	1173	1	0	2	0	3	1	Gd	6	TF	2	Attchd	1974.0	RFn	2	690.933241	TA	TA	Y	25.521564	127.544764	-11.282959	0	0	0	0	1	2010	WD	Family	170000
1243	1244	20	RLD	107.0	13891	Paved	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	1Story	10	5	2006	2006	Gable	SS	VinylSd	VinylSd	NaN	NaN	Ex	TA	PC	Ex	Gd	Gd	GLQ	1386	Unf	0	690	2076	GasA	Ex	Y	SBrkr	2076	0	0	2076	1	0	2	1	2	1	Ex	7	TF	1	Attchd	2006.0	Fin	3	967.885679	TA	TA	Y	268.587068	63.332461	-8.205541	0	0	0	0	9	2006	New	Partial	465000
1244	1245	70	RLD	NaN	11435	Paved	IR1	HLS	AllPub	C	MS	Crawfor	Norm	Norm	1Fam	2Story	8	7	1929	1950	Gable	SS	BrkFace	Stucco	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0	Unf	0	792	792	GasA	Fa	Y	SBrkr	792	725	0	1517	0	0	1	0	3	1	Gd	7	TF	2	Detchd	1931.0	Unf	2	650.602903	TA	TA	Y	29.796335	33.686447	99.065277	0	0	0	0	6	2006	WD	Normal	230000
1245	1246	80	RLD	78.0	12090	Paved	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	SLvl	6	7	1984	2003	Hip	SS	VinylSd	VinylSd	BrkFace	74.0	TA	TA	CB	Gd	TA	No	Unf	0	Unf	0	585	585	GasA	Ex	Y	SBrkr	1140	728	0	1868	0	0	3	1	3	1	TA	7	TF	1	BuiltIn	1984.0	Fin	2	425.385604	TA	TA	Y	246.537969	173.642534	21.121999	0	147	0	0	1	2007	WD	Abnorml	178000
1246	1247	60	FVR	65.0	8125	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	2Story	7	5	2005	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	756	756	GasA	Ex	Y	SBrkr	756	797	0	1553	0	0	2	1	3	1	Gd	6	TF	0	Attchd	2005.0	RFn	2	400.300262	TA	TA	Y	52.900989	75.258166	52.003263	0	0	0	0	3	2006	New	Partial	186500
1247	1248	80	RLD	NaN	12328	Paved	IR1	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	SLvl	6	5	1976	1976	Gable	SS	HdBoard	HdBoard	BrkFace	335.0	TA	TA	CB	TA	TA	Av	GLQ	539	Unf	0	473	1012	GasA	TA	Y	SBrkr	1034	0	0	1034	1	0	1	0	3	1	TA	6	TF	0	Attchd	1976.0	Unf	3	505.104837	TA	TA	Y	254.622274	-1.868658	-27.945981	0	0	0	0	5	2010	WD	Normal	169900
1248	1249	75	RMD	60.0	9600	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	2.5Unf	6	5	1917	1950	Gable	SS	AsbShng	AsbShng	None	0.0	TA	TA	BT	Gd	TA	No	Rec	319	Unf	0	416	735	OthW	Fa	N	SBrkr	1134	924	0	2058	0	0	1	1	3	1	TA	8	TF	1	Detchd	1950.0	Unf	2	793.521654	Fa	Fa	P	209.997427	38.698154	21.821313	0	0	0	0	4	2008	WD	Normal	129500
1249	1250	20	RLD	60.0	7200	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1950	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	BLQ	534	Rec	96	246	876	GasA	TA	Y	SBrkr	988	0	0	988	0	0	1	0	3	1	TA	6	TF	0	Attchd	1950.0	Unf	1	519.820190	TA	TA	Y	115.947852	190.431824	21.738830	0	0	0	0	5	2007	WD	Normal	119000
1250	1251	20	RLD	93.0	11160	Paved	Reg	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	7	5	1968	1968	Hip	SS	BrkFace	BrkFace	None	0.0	Gd	TA	CB	TA	TA	No	ALQ	1065	Unf	0	1045	2110	GasA	Ex	Y	SBrkr	2110	0	0	2110	1	0	2	1	3	1	Ex	8	TF	2	Attchd	1968.0	Fin	2	540.844258	TA	TA	Y	-72.061578	95.899754	91.129439	0	0	0	0	4	2010	WD	Normal	244000
1251	1252	120	RLD	NaN	3136	Paved	IR1	Lvl	AllPub	C	GS	NridgHt	Norm	Norm	TwnhsE	1Story	7	5	2003	2003	Gable	SS	VinylSd	Wd Shng	Stone	163.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	1405	1405	GasA	Ex	Y	SBrkr	1405	0	0	1405	0	0	2	0	2	1	Gd	6	TF	1	Attchd	2003.0	RFn	2	371.113698	TA	TA	Y	-55.250365	-22.610157	10.659508	0	0	0	0	3	2006	WD	Normal	171750
1252	1253	20	RLD	62.0	9858	Paved	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	1Story	5	6	1968	1968	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	BLQ	510	Unf	0	354	864	GasA	TA	Y	SBrkr	874	0	0	874	1	0	1	0	3	1	TA	5	TF	0	Attchd	1968.0	RFn	1	611.533374	TA	TA	Y	46.564609	101.017843	66.963698	0	0	0	600	11	2009	WD	Normal	130000
1253	1254	60	RLD	NaN	17542	Paved	IR1	Lvl	AllPub	I	GS	Veenker	Norm	Norm	1Fam	2Story	7	7	1974	2003	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	Gd	TA	CB	TA	TA	Gd	LwQ	125	ALQ	1031	36	1192	GasA	TA	Y	SBrkr	1516	651	0	2167	1	0	2	1	3	1	Gd	9	TF	2	Attchd	1974.0	RFn	2	525.276227	TA	TA	Y	96.448244	101.375229	-68.860208	0	0	0	0	7	2007	WD	Normal	294000
1254	1255	60	RLD	60.0	6931	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	2Story	7	5	2003	2004	Gable	SS	VinylSd	VinylSd	Stone	92.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	746	746	GasA	Ex	Y	SBrkr	760	896	0	1656	0	0	2	1	3	1	Gd	7	TF	1	BuiltIn	2003.0	Fin	2	414.714126	TA	TA	Y	254.874415	196.056810	-104.242754	0	0	0	0	7	2008	WD	Normal	165400
1255	1256	50	RMD	52.0	6240	Paved	Reg	Lvl	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	1.5Fin	6	6	1931	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	Fa	No	LwQ	425	Unf	0	459	884	GasA	TA	Y	FuseA	959	408	0	1367	0	0	1	0	3	1	TA	6	TF	1	Detchd	1978.0	Unf	1	496.152725	TA	TA	Y	-35.471733	136.758167	-25.897203	0	120	0	0	11	2007	WD	Normal	127500
1256	1257	20	RLD	91.0	14303	Paved	IR1	Lvl	AllPub	C	GS	NoRidge	Norm	Norm	1Fam	1Story	8	5	1994	1994	Hip	SS	HdBoard	HdBoard	BrkFace	554.0	Gd	TA	PC	Gd	TA	Gd	GLQ	1314	Unf	0	672	1986	GasA	Ex	Y	SBrkr	1987	0	0	1987	1	0	2	0	2	1	Gd	7	TF	1	Attchd	1994.0	Fin	2	1062.633862	TA	TA	Y	334.266944	41.525471	-13.145128	0	0	0	0	8	2008	WD	Normal	301500
1257	1258	30	RLD	56.0	4060	Paved	Reg	Lvl	AllPub	C	GS	Edwards	Feedr	Norm	1Fam	1Story	5	8	1922	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	PC	Fa	TA	No	Unf	0	Unf	0	864	864	GasA	Ex	Y	SBrkr	864	0	0	864	0	0	1	0	2	1	TA	4	TF	0	NaN	NaN	NaN	0	375.843155	NaN	NaN	Y	-43.742824	184.046765	-29.136023	0	0	0	0	7	2009	WD	Normal	99900
1258	1259	80	RLD	59.0	9587	Paved	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	SLvl	7	5	2005	2005	Gable	SS	VinylSd	VinylSd	Stone	182.0	Gd	TA	PC	Gd	TA	Gd	GLQ	655	Unf	0	201	856	GasA	Ex	Y	SBrkr	1166	0	0	1166	1	0	2	0	2	1	Gd	5	TF	0	Attchd	2005.0	Fin	2	514.398931	TA	TA	Y	5.593812	49.481976	-53.893734	0	0	0	0	7	2008	WD	Normal	190000
1259	1260	20	RLD	65.0	9750	Paved	Reg	Lvl	AllPub	FR2P	GS	NAmes	Norm	Norm	1Fam	1Story	6	8	1969	1969	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	Gd	TA	No	ALQ	602	LwQ	438	14	1054	GasA	Gd	Y	SBrkr	1054	0	0	1054	1	0	1	1	3	1	TA	6	TF	0	Attchd	1969.0	Unf	2	318.503786	TA	TA	Y	-155.653101	-46.859730	-56.290214	0	80	0	0	7	2008	WD	Normal	151000
1260	1261	60	RLD	NaN	24682	Paved	IR3	Lvl	AllPub	CulDSac	GS	Gilbert	RRAn	Norm	1Fam	2Story	6	5	1999	1999	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0	Unf	0	841	841	GasA	Ex	Y	SBrkr	892	783	0	1675	0	0	2	1	3	1	TA	7	TF	1	BuiltIn	1999.0	Fin	2	805.649861	TA	TA	Y	214.582554	56.232203	50.512369	0	0	0	0	6	2009	WD	Normal	181000
1261	1262	20	RLD	80.0	9600	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1956	1956	Hip	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Rec	504	Unf	0	546	1050	GasA	Gd	Y	SBrkr	1050	0	0	1050	0	0	1	0	2	1	TA	5	TF	0	Attchd	1956.0	Unf	1	590.302967	TA	TA	Y	9.349017	-112.039873	-16.964500	0	0	0	0	6	2009	WD	Normal	128900
1262	1263	50	RLD	NaN	11250	Paved	Reg	Lvl	AllPub	I	GS	ClearCr	Norm	Norm	1Fam	1.5Fin	4	5	1957	1989	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	Av	Unf	0	Unf	0	1104	1104	GasA	Ex	Y	FuseA	1104	684	0	1788	1	0	1	0	5	1	TA	8	MD2	2	Attchd	1957.0	Unf	1	557.106055	TA	TA	Y	116.850099	3.589216	-17.782661	0	0	0	0	11	2009	WD	Normal	161500
1263	1264	70	RLD	60.0	13515	Paved	Reg	Lvl	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	2Story	6	6	1919	1950	Gambrel	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	PC	TA	TA	No	Unf	0	Unf	0	764	764	GasA	Ex	Y	FuseA	1060	764	0	1824	0	0	1	0	3	1	TA	8	TF	1	Detchd	1940.0	Unf	2	229.654328	TA	TA	N	91.726189	113.839405	-22.523182	0	0	0	0	7	2007	WD	Normal	180500
1264	1265	120	RHD	34.0	4060	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	TwnhsE	1Story	6	5	1998	1999	Gable	SS	MetalSd	MetalSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	266	Unf	0	1139	1405	GasA	Ex	Y	SBrkr	1337	0	0	1337	1	0	2	0	2	1	Gd	5	TF	0	Attchd	1998.0	Fin	2	297.660652	TA	TA	Y	-124.749717	21.673004	50.097547	0	0	0	0	8	2008	COD	Abnorml	181000
1265	1266	160	FVR	35.0	3735	Paved	Reg	Lvl	AllPub	FR3P	GS	Somerst	Norm	Norm	TwnhsE	2Story	7	5	1999	1999	Hip	SS	MetalSd	MetalSd	BrkFace	218.0	Gd	TA	PC	Gd	TA	No	GLQ	450	Unf	0	241	691	GasA	Ex	Y	SBrkr	713	739	0	1452	1	0	2	1	3	1	Gd	6	TF	0	Detchd	1999.0	Unf	2	692.345885	TA	TA	Y	85.673426	103.557785	-15.445011	0	0	0	0	3	2006	WD	Normal	183900
1266	1267	190	RMD	60.0	10120	Paved	IR1	Bnk	AllPub	I	GS	OldTown	Feedr	Norm	2fmCon	2.5Unf	7	4	1910	1950	Hip	SS	Wd Sdng	Wd Sdng	None	0.0	Fa	TA	CB	TA	TA	No	Unf	0	Unf	0	925	925	GasA	TA	N	FuseF	964	925	0	1889	0	0	1	1	4	2	TA	9	TF	1	Detchd	1960.0	Unf	1	483.178372	TA	TA	N	-0.788439	192.057415	25.563743	0	0	0	0	1	2007	WD	Normal	122000
1267	1268	20	RLD	89.0	13214	Paved	IR1	HLS	AllPub	I	GS	Timber	Norm	Norm	1Fam	1Story	9	5	2008	2009	Hip	SS	Stucco	CmentBd	None	0.0	Ex	TA	PC	Ex	TA	Gd	Unf	0	Unf	0	2002	2002	GasA	Ex	Y	SBrkr	2018	0	0	2018	0	0	2	0	3	1	Ex	10	TF	1	Attchd	2009.0	Fin	3	509.429842	TA	TA	Y	150.010533	-53.931920	-26.156836	0	0	0	0	5	2010	WD	Normal	378500
1268	1269	50	RLD	NaN	14100	Paved	IR1	Lvl	AllPub	I	MS	Crawfor	Norm	Norm	1Fam	1.5Fin	8	9	1935	1997	Gable	SS	Stucco	Stucco	BrkFace	632.0	TA	Gd	CB	TA	TA	Mn	Rec	192	Unf	0	536	728	GasA	Ex	Y	SBrkr	1968	1479	0	3447	0	0	3	1	4	1	Gd	11	TF	2	BuiltIn	1982.0	Unf	3	352.497776	TA	TA	Y	75.942107	99.434595	34.770989	0	0	0	0	5	2008	WD	Normal	381000
1269	1270	50	RLD	78.0	11344	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Feedr	Norm	1Fam	1.5Fin	5	5	1958	1958	Gable	SS	MetalSd	MetalSd	BrkFace	180.0	TA	TA	CB	TA	TA	No	BLQ	460	Unf	0	414	874	GasW	TA	Y	FuseA	874	650	0	1524	0	0	1	1	3	1	TA	7	TF	0	Attchd	1958.0	Unf	1	202.638667	TA	TA	Y	125.986068	30.108384	-49.830480	0	0	0	0	7	2007	WD	Normal	144000
1270	1271	40	RLD	NaN	23595	Paved	Reg	Low	AllPub	I	SS	ClearCr	Norm	Norm	1Fam	1Story	7	6	1979	1979	Shed	WS	Plywood	Plywood	None	0.0	Gd	TA	PC	Gd	TA	Gd	GLQ	1258	Unf	0	74	1332	GasA	TA	Y	SBrkr	1332	192	0	1524	2	0	0	1	0	1	Gd	4	TF	1	Attchd	1979.0	Fin	2	769.432012	TA	TA	Y	-12.037497	24.720481	87.130523	0	0	0	0	4	2010	WD	Normal	260000
1271	1272	20	RLD	NaN	9156	Paved	IR1	Lvl	AllPub	I	GS	NWAmes	PosN	Norm	1Fam	1Story	6	7	1968	1968	Hip	SS	BrkFace	BrkFace	None	0.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	1489	1489	GasA	Gd	Y	SBrkr	1489	0	0	1489	0	0	2	0	3	1	Gd	7	TF	1	Attchd	1968.0	RFn	2	181.182008	TA	TA	Y	-18.583728	26.039359	-94.674363	0	0	0	0	8	2009	WD	Normal	185750
1272	1273	20	RLD	NaN	13526	Paved	IR1	Lvl	AllPub	CulDSac	GS	Sawyer	Norm	Norm	1Fam	1Story	5	6	1965	1965	Hip	SS	HdBoard	Plywood	BrkFace	114.0	TA	TA	CB	TA	TA	No	BLQ	560	LwQ	375	0	935	GasA	TA	Y	SBrkr	935	0	0	935	1	0	1	0	3	1	TA	5	TF	0	Attchd	1965.0	Unf	1	206.085589	TA	TA	Y	242.779404	82.467123	-62.978481	0	0	0	0	11	2006	WD	Normal	137000
1273	1274	80	RLD	124.0	11512	Paved	IR1	Lvl	AllPub	C	GS	Edwards	Norm	Norm	1Fam	SLvl	6	7	1959	2006	Gable	SS	Plywood	Plywood	BrkFace	84.0	TA	TA	CB	TA	TA	Av	ALQ	719	Unf	0	300	1019	GasA	Gd	Y	SBrkr	1357	0	0	1357	1	0	1	0	2	1	Ex	5	TF	1	Basment	1959.0	RFn	1	739.036069	TA	TA	Y	178.767077	67.789437	40.409025	0	163	0	0	5	2008	WD	Normal	177000
1274	1275	50	RLD	53.0	5362	Paved	Reg	Lvl	AllPub	C	GS	Crawfor	Norm	Norm	1Fam	1.5Fin	5	6	1910	2003	Gable	SS	Wd Sdng	Wd Shng	None	0.0	TA	TA	PC	TA	TA	No	Unf	0	Unf	0	661	661	GasA	Ex	Y	SBrkr	661	589	0	1250	0	0	2	0	3	1	TA	8	TF	1	Detchd	1985.0	Unf	2	523.302302	TA	TA	Y	135.346667	40.633433	-20.326026	0	0	0	0	11	2007	WD	Normal	139000
1275	1276	90	RLD	95.0	11345	Paved	Reg	Lvl	AllPub	C	GS	NAmes	Feedr	Norm	Duplex	2Story	5	5	1948	1950	Gable	R	AsbShng	AsbShng	Stone	567.0	TA	TA	CB	TA	TA	No	Rec	220	Unf	0	708	928	GasA	Gd	Y	FuseA	928	992	0	1920	0	0	2	0	4	2	TA	10	TF	0	Detchd	1948.0	Unf	2	433.727086	TA	Fa	Y	-69.253652	169.359810	125.121131	0	0	0	0	7	2007	WD	Normal	137000
1276	1277	60	RLD	NaN	12936	Paved	IR1	Lvl	AllPub	CulDSac	GS	NWAmes	Norm	Norm	1Fam	2Story	6	6	1972	1972	Gable	SS	HdBoard	Plywood	None	0.0	TA	TA	CB	TA	Gd	No	BLQ	593	Unf	0	130	723	GasA	TA	Y	SBrkr	735	660	0	1395	0	1	1	1	3	1	TA	6	TF	1	Attchd	1972.0	Unf	2	569.621618	TA	TA	Y	252.576785	-40.537138	-16.191015	0	0	0	0	12	2009	WD	Normal	162000
1277	1278	80	RLD	NaN	17871	Paved	IR1	Lvl	AllPub	CulDSac	GS	NWAmes	Norm	Norm	1Fam	SLvl	6	5	1967	1976	Gable	SS	HdBoard	HdBoard	BrkFace	359.0	TA	TA	CB	Gd	TA	Av	ALQ	528	Unf	0	1152	1680	GasA	Fa	Y	SBrkr	1724	0	0	1724	1	0	1	1	3	1	TA	7	TF	1	Attchd	1967.0	RFn	2	478.070262	TA	TA	Y	-16.356267	255.362547	-94.637068	0	0	0	0	6	2009	WD	Normal	197900
1278	1279	60	RLD	75.0	9473	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	8	5	2002	2002	Gable	SS	VinylSd	VinylSd	NaN	NaN	Gd	TA	PC	Gd	TA	No	GLQ	804	Unf	0	324	1128	GasA	Ex	Y	SBrkr	1128	903	0	2031	1	0	2	1	3	1	Gd	7	TF	1	Attchd	2002.0	RFn	2	642.854181	TA	TA	Y	22.908877	-15.064395	116.161000	0	0	0	0	3	2008	WD	Normal	237000
1279	1280	50	Commer	60.0	7500	Paved	Reg	Lvl	AllPub	I	GS	IDOTRR	Norm	Norm	1Fam	1.5Fin	4	4	1920	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	CB	TA	TA	No	Unf	0	Unf	0	698	698	GasA	TA	Y	FuseA	698	430	0	1128	0	0	1	0	2	1	TA	6	TF	0	Detchd	1980.0	RFn	2	421.996364	TA	TA	Y	9.461812	4.124329	36.592474	0	0	0	0	4	2010	COD	Abnorml	68400
1280	1281	20	RLD	67.0	9808	Paved	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2002	2002	Gable	SS	VinylSd	VinylSd	BrkFace	110.0	Gd	TA	PC	Gd	TA	No	GLQ	788	Unf	0	785	1573	GasA	Ex	Y	SBrkr	1573	0	0	1573	1	0	2	0	3	1	Gd	6	TF	0	Attchd	2002.0	RFn	2	389.537449	TA	TA	Y	93.122143	105.247397	-60.938785	0	0	0	0	3	2009	WD	Normal	227000
1281	1282	20	RLD	50.0	8049	Paved	IR1	Lvl	AllPub	CulDSac	GS	Timber	Norm	Norm	1Fam	1Story	7	5	1990	1990	Hip	SS	HdBoard	HdBoard	BrkFace	54.0	TA	TA	CB	Gd	TA	No	ALQ	1053	Unf	0	256	1309	GasA	TA	Y	SBrkr	1339	0	0	1339	1	0	2	0	2	1	TA	6	TF	1	Attchd	1990.0	Fin	2	160.572034	Gd	Gd	Y	85.074523	-41.376528	-105.610323	0	90	0	0	7	2006	WD	Normal	180000
1282	1283	20	RLD	61.0	8800	Paved	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	5	7	1977	2008	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	Gd	TA	Mn	LwQ	532	Rec	144	364	1040	GasA	TA	Y	SBrkr	1040	0	0	1040	0	0	2	0	3	1	Gd	5	TF	0	Detchd	1977.0	Unf	2	319.249856	TA	TA	Y	105.078381	104.216556	113.759057	0	288	0	0	9	2009	WD	Normal	150500
1283	1284	90	RLD	94.0	9400	Paved	Reg	Low	AllPub	C	GS	Mitchel	Norm	Norm	Duplex	2Story	6	5	1971	1971	Mansard	SS	MetalSd	Wd Shng	None	0.0	TA	TA	CB	TA	TA	Av	Unf	0	Unf	0	912	912	GasA	TA	Y	SBrkr	912	912	0	1824	0	0	2	2	4	2	TA	8	TF	0	NaN	NaN	NaN	0	409.599991	NaN	NaN	Y	-3.792743	95.187379	95.804006	0	0	0	0	4	2010	WD	Normal	139000
1284	1285	50	RLD	50.0	9638	Paved	Reg	Lvl	AllPub	I	GS	SWISU	Feedr	Norm	1Fam	1.5Fin	6	7	1919	1990	Gable	SS	Wd Sdng	Wd Shng	None	0.0	TA	TA	PC	TA	TA	No	Unf	0	Unf	0	804	804	GasA	Ex	Y	SBrkr	1699	748	0	2447	0	0	2	0	4	1	Gd	10	MD2	1	Detchd	1969.0	Unf	1	155.629834	TA	TA	Y	295.197532	-33.604400	31.534129	0	116	0	0	3	2010	WD	Normal	169000
1285	1286	50	RMD	50.0	6000	Paved	Reg	Lvl	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	1.5Fin	6	6	1939	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Fa	CB	TA	TA	No	Unf	0	Unf	0	780	780	GasA	Ex	Y	FuseF	825	587	0	1412	0	0	1	0	4	1	TA	6	TF	1	Detchd	1939.0	Unf	1	350.123586	TA	TA	Y	-240.864085	-28.950942	86.357601	0	0	0	0	5	2009	WD	Normal	132500
1286	1287	20	RLD	NaN	9790	Paved	Reg	Lvl	AllPub	I	GS	NWAmes	Feedr	Norm	1Fam	1Story	6	5	1963	1963	Hip	SS	HdBoard	HdBoard	BrkFace	451.0	TA	TA	CB	TA	TA	No	ALQ	569	Rec	81	678	1328	GasA	TA	Y	SBrkr	1328	0	0	1328	1	0	1	1	3	1	TA	6	TF	2	Attchd	1963.0	Unf	2	125.823924	TA	TA	Y	-31.943953	-11.273805	8.424616	0	0	0	0	6	2010	WD	Normal	143000
1287	1288	20	RLD	NaN	36500	Paved	IR1	Low	AllPub	I	MS	ClearCr	Norm	Norm	1Fam	1Story	5	5	1964	1964	Gable	SS	Wd Sdng	Wd Sdng	BrkCmn	621.0	TA	Gd	CB	TA	TA	Av	Rec	812	Unf	0	812	1624	GasA	Fa	Y	SBrkr	1582	0	0	1582	0	1	2	0	4	1	TA	7	TF	0	Attchd	1964.0	Unf	2	504.240871	TA	TA	N	70.305780	64.356293	23.983869	0	0	0	0	6	2006	WD	Normal	190000
1288	1289	120	RLD	40.0	5664	Paved	IR1	Lvl	AllPub	I	GS	StoneBr	Norm	Norm	TwnhsE	1Story	8	5	2000	2000	Gable	SS	CemntBd	CmentBd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	1158	Unf	0	343	1501	GasA	Ex	Y	SBrkr	1659	0	0	1659	1	0	2	0	2	1	Ex	5	TF	1	Attchd	2000.0	Fin	2	491.433552	TA	TA	Y	175.551334	103.114627	153.427228	0	0	0	0	10	2009	WD	Normal	278000
1289	1290	60	RLD	86.0	11065	Paved	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	2Story	8	5	2006	2006	Gable	SS	VinylSd	VinylSd	Stone	788.0	Gd	TA	PC	Gd	TA	Mn	Unf	0	Unf	0	1085	1085	GasA	Ex	Y	SBrkr	1120	850	0	1970	0	0	2	1	3	1	Ex	8	TF	1	BuiltIn	2006.0	Fin	3	390.168554	TA	TA	Y	112.889187	75.252668	11.613062	0	0	0	0	10	2006	New	Partial	281000
1290	1291	80	RLD	NaN	14112	Paved	IR1	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	SLvl	5	7	1964	1964	Hip	SS	Wd Sdng	HdBoard	BrkFace	86.0	TA	TA	PC	TA	TA	Av	GLQ	1014	Unf	0	138	1152	GasA	TA	Y	SBrkr	1152	0	0	1152	1	0	1	0	3	1	TA	6	TF	1	Attchd	1964.0	RFn	2	462.708302	TA	TA	Y	151.251651	113.445405	-33.968807	0	0	0	0	4	2010	WD	Normal	180500
1291	1292	160	RMD	21.0	1680	Paved	Reg	Lvl	AllPub	I	GS	BrDale	Norm	Norm	Twnhs	2Story	5	7	1972	1972	Gable	SS	CemntBd	CmentBd	BrkFace	268.0	TA	TA	CB	TA	TA	No	ALQ	231	Unf	0	399	630	GasA	TA	Y	SBrkr	630	672	0	1302	0	0	2	1	3	1	TA	6	TF	0	Detchd	1972.0	Unf	1	343.288248	TA	TA	Y	32.586201	91.353659	97.502628	0	0	0	0	2	2009	WD	Normal	119500
1292	1293	70	RMD	60.0	6600	Paved	Reg	Lvl	AllPub	C	GS	OldTown	Norm	Norm	1Fam	2Story	5	4	1892	1965	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	S	TA	TA	No	Unf	0	Unf	0	994	994	GasA	TA	N	SBrkr	1378	994	0	2372	0	0	2	0	4	2	TA	11	MD2	0	Attchd	1985.0	RFn	1	561.861276	TA	TA	Y	68.994053	74.280485	-53.772839	0	0	0	0	12	2009	WD	Normal	107500
1293	1294	60	RLD	78.0	10140	Paved	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	2Story	7	5	1976	1976	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	PC	Gd	TA	No	GLQ	194	Unf	0	638	832	GasA	TA	Y	SBrkr	832	832	0	1664	0	0	2	1	4	1	TA	8	TF	1	Attchd	1976.0	RFn	2	521.191924	TA	TA	Y	-1.030470	98.037999	-29.252865	0	259	0	0	3	2006	WD	Normal	162900
1294	1295	20	RLD	60.0	8172	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	5	7	1955	1990	Hip	SS	WdShing	Plywood	None	0.0	TA	TA	CB	TA	TA	No	Rec	167	Unf	0	697	864	GasA	TA	Y	SBrkr	864	0	0	864	1	0	1	0	2	1	TA	5	TF	0	Detchd	1957.0	Unf	2	228.742383	TA	TA	N	98.479014	15.103785	-71.148059	0	0	0	0	4	2006	WD	Normal	115000
1295	1296	20	RLD	70.0	8400	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Feedr	Norm	1Fam	1Story	5	5	1968	1968	Hip	SS	HdBoard	HdBoard	BrkFace	168.0	TA	TA	CB	TA	TA	Av	BLQ	1016	Unf	0	36	1052	GasA	Gd	Y	SBrkr	1052	0	0	1052	1	0	1	1	3	1	TA	5	TF	0	Attchd	1968.0	RFn	1	401.684713	TA	TA	Y	-117.585444	70.325685	-47.234516	0	0	0	0	11	2006	WD	Normal	138500
1296	1297	20	RLD	80.0	8700	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1963	1963	Hip	SS	MetalSd	MetalSd	BrkFace	148.0	TA	Gd	CB	TA	TA	Mn	ALQ	776	Unf	0	344	1120	GasA	Gd	Y	SBrkr	1128	0	0	1128	1	0	2	0	3	1	TA	6	TF	0	Attchd	1963.0	RFn	2	221.407185	TA	TA	Y	45.638431	111.897662	-42.291545	0	0	0	0	12	2008	WD	Normal	155000
1297	1298	180	RMD	35.0	3675	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	TwnhsE	SFoyer	6	5	2005	2006	Gable	SS	VinylSd	VinylSd	BrkFace	82.0	TA	TA	PC	Gd	TA	Gd	GLQ	547	Unf	0	0	547	GasA	Gd	Y	SBrkr	1072	0	0	1072	1	0	2	0	2	1	TA	5	TF	0	Basment	2005.0	Fin	2	312.703104	TA	TA	Y	111.532355	20.917867	-99.926643	0	0	0	0	6	2006	New	Partial	140000
1298	1299	60	RLD	313.0	63887	Paved	IR3	Bnk	AllPub	C	GS	Edwards	Feedr	Norm	1Fam	2Story	10	5	2008	2008	Hip	CT	Stucco	Stucco	Stone	796.0	Ex	TA	PC	Ex	TA	Gd	GLQ	5644	Unf	0	466	6110	GasA	Ex	Y	SBrkr	4692	950	0	5642	2	0	2	1	3	1	Ex	12	TF	3	Attchd	2008.0	Fin	2	707.732520	TA	TA	Y	28.462133	133.422629	67.508952	0	0	480	0	1	2008	New	Partial	160000
1299	1300	20	RLD	75.0	7500	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1959	1994	Hip	SS	BrkFace	BrkFace	None	0.0	TA	TA	CB	TA	TA	No	LwQ	340	Rec	906	0	1246	GasA	Ex	Y	SBrkr	1246	0	0	1246	1	0	1	1	3	1	Gd	6	TF	0	Attchd	1959.0	RFn	1	675.452856	TA	TA	Y	282.879681	115.564878	-64.256450	0	0	0	0	5	2010	WD	Normal	154000
1300	1301	60	RLD	NaN	10762	Paved	IR1	Lvl	AllPub	CulDSac	GS	Gilbert	Norm	Norm	1Fam	2Story	7	5	1999	1999	Gable	SS	VinylSd	VinylSd	None	344.0	Gd	TA	PC	Gd	TA	No	GLQ	694	Unf	0	284	978	GasA	Ex	Y	SBrkr	1005	978	0	1983	0	0	2	1	3	1	Gd	9	TF	1	Attchd	1999.0	Fin	2	520.781089	TA	TA	Y	190.012094	-2.182758	97.687621	0	0	0	0	5	2009	WD	Normal	225000
1301	1302	70	RLD	NaN	7500	Paved	IR1	Bnk	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	2Story	6	7	1942	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	BLQ	547	Unf	0	224	771	GasA	Fa	Y	SBrkr	753	741	0	1494	0	0	1	0	3	1	Gd	7	TF	2	Attchd	1942.0	Unf	1	265.091896	TA	TA	P	226.965358	136.194573	83.371789	0	224	0	0	11	2009	WD	Normal	177500
1302	1303	60	RLD	92.0	10120	Paved	Reg	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	2Story	8	5	1994	1994	Hip	SS	VinylSd	VinylSd	BrkFace	391.0	Gd	TA	PC	Gd	TA	No	GLQ	740	Unf	0	425	1165	GasA	Ex	Y	SBrkr	1203	1323	0	2526	1	0	2	1	4	1	Gd	8	TF	1	Attchd	1994.0	RFn	3	667.954397	TA	TA	Y	-32.787404	-59.044712	-51.784160	0	0	0	0	12	2006	WD	Normal	290000
1303	1304	20	RLD	73.0	8688	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	7	5	2005	2005	Gable	SS	VinylSd	VinylSd	BrkFace	228.0	Gd	TA	PC	Gd	TA	Av	Unf	0	Unf	0	1616	1616	GasA	Ex	Y	SBrkr	1616	0	0	1616	0	0	2	0	3	1	Gd	7	TF	0	Attchd	2005.0	RFn	3	253.122360	TA	TA	Y	14.089334	132.262809	114.050302	0	0	0	0	4	2006	WD	Normal	232000
1304	1305	160	RMD	32.0	3363	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	TwnhsE	2Story	7	5	2004	2004	Gable	SS	VinylSd	VinylSd	Stone	117.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	976	976	GasA	Ex	Y	SBrkr	976	732	0	1708	0	0	2	0	3	1	Gd	7	MajD1	0	Detchd	2004.0	Unf	2	307.488675	TA	TA	Y	-10.816343	141.960202	58.305564	0	0	0	0	4	2006	WD	Normal	130000
1305	1306	20	RLD	108.0	13173	Paved	IR1	Lvl	AllPub	C	GS	NridgHt	Norm	Norm	1Fam	1Story	9	5	2006	2007	Hip	SS	VinylSd	VinylSd	Stone	300.0	Gd	TA	PC	Ex	TA	No	GLQ	1572	Unf	0	80	1652	GasA	Ex	Y	SBrkr	1652	0	0	1652	1	0	2	0	2	1	Ex	6	TF	2	Attchd	2006.0	Fin	2	434.022674	TA	TA	Y	184.783901	5.805407	90.433480	0	0	0	0	11	2009	WD	Normal	325000
1306	1307	120	RLD	48.0	6955	Paved	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	TwnhsE	1Story	7	5	2005	2006	Gable	SS	VinylSd	VinylSd	Stone	94.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	1368	1368	GasA	Ex	Y	SBrkr	1368	0	0	1368	0	0	2	0	2	1	Gd	6	TF	1	Attchd	2005.0	RFn	2	239.730098	TA	TA	Y	129.515921	64.038044	84.144617	0	0	0	0	9	2006	New	Partial	202500
1307	1308	20	RLD	60.0	8072	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	5	5	1994	1995	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	PC	Gd	Gd	No	ALQ	746	Unf	0	244	990	GasA	Ex	Y	SBrkr	990	0	0	990	1	0	1	0	3	1	TA	5	TF	0	Detchd	2000.0	Unf	2	429.765755	TA	TA	Y	-119.584738	98.717071	52.163489	0	0	0	0	5	2009	WD	Normal	138000
1308	1309	20	RMD	100.0	12000	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1Story	5	7	1948	2005	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	GLQ	144	ALQ	608	172	924	GasA	Ex	Y	SBrkr	1122	0	0	1122	1	0	1	0	2	1	Gd	6	TF	0	Attchd	1948.0	Unf	2	725.464573	TA	TA	Y	141.871935	7.587355	14.820732	0	0	0	0	5	2008	WD	Normal	147000
1309	1310	20	RLD	NaN	7153	Paved	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	1Story	6	5	1991	1991	Gable	SS	HdBoard	HdBoard	BrkFace	88.0	TA	TA	CB	Gd	TA	No	GLQ	1200	Unf	0	78	1278	GasA	Gd	Y	SBrkr	1294	0	0	1294	1	0	2	0	3	1	Gd	6	TF	0	Attchd	1991.0	RFn	2	713.039548	TA	TA	Y	377.664834	-65.862224	-69.864161	0	0	0	0	6	2008	WD	Normal	179200
1310	1311	20	RLD	100.0	17500	Paved	Reg	Lvl	AllPub	I	GS	Crawfor	PosA	Norm	1Fam	1Story	7	8	1959	2002	Gable	SS	BrkFace	HdBoard	None	0.0	Gd	Gd	PC	Gd	TA	Av	GLQ	1406	Unf	0	496	1902	GasA	TA	Y	SBrkr	1902	0	0	1902	1	0	2	0	3	1	Ex	7	TF	2	Attchd	1959.0	Fin	2	530.525943	TA	TA	Y	269.339446	79.133000	17.718084	0	0	0	0	5	2010	WD	Normal	335000
1311	1312	20	RLD	68.0	8814	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2005	2007	Gable	SS	VinylSd	VinylSd	BrkFace	80.0	Gd	TA	PC	Gd	TA	No	GLQ	925	Unf	0	349	1274	GasA	Ex	Y	SBrkr	1274	0	0	1274	1	0	2	0	3	1	Gd	6	TF	0	Attchd	2005.0	RFn	2	443.144467	TA	TA	Y	259.086926	37.023119	19.639612	0	0	0	0	1	2007	New	Partial	203000
1312	1313	60	RLD	NaN	9572	Paved	IR1	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	2Story	8	5	1990	1990	Gable	SS	Wd Sdng	Wd Sdng	BrkFace	336.0	Gd	TA	PC	Ex	TA	No	GLQ	482	Unf	0	971	1453	GasA	Ex	Y	SBrkr	1453	1357	0	2810	0	0	2	1	4	1	Gd	9	TF	1	Attchd	1990.0	RFn	2	410.823100	Gd	Gd	Y	239.611893	-19.848008	9.205925	0	0	0	0	6	2007	WD	Normal	302000
1313	1314	60	RLD	108.0	14774	Paved	IR1	Lvl	AllPub	C	GS	NoRidge	Norm	Norm	1Fam	2Story	9	5	1999	1999	Gable	SS	VinylSd	VinylSd	BrkFace	165.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	1393	1393	GasA	Ex	Y	SBrkr	1422	1177	0	2599	0	0	2	1	4	1	Gd	10	TF	1	BuiltIn	1999.0	Fin	3	386.775226	TA	TA	Y	19.463871	14.021359	-93.313319	0	0	0	0	5	2010	WD	Normal	333168
1314	1315	20	RLD	60.0	8190	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	4	6	1954	1954	Hip	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	Rec	732	Unf	0	216	948	GasA	Ex	Y	SBrkr	948	0	0	948	1	0	1	0	3	1	TA	5	TF	1	Detchd	1956.0	Unf	1	228.880072	TA	TA	Y	108.671668	166.426601	20.472528	0	0	0	0	10	2007	WD	Normal	119000
1315	1316	60	RLD	85.0	11075	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	2Story	6	5	1969	1969	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	Fa	TA	Mn	ALQ	500	LwQ	276	176	952	GasA	TA	Y	SBrkr	1092	1020	0	2112	0	0	2	1	4	1	TA	9	TF	2	Attchd	1969.0	Unf	2	380.460324	TA	TA	Y	184.170813	-66.287615	31.508363	0	0	0	0	6	2008	WD	Normal	206900
1316	1317	20	RLD	61.0	10226	Paved	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	8	5	2008	2008	Gable	SS	VinylSd	VinylSd	Stone	270.0	Gd	TA	PC	Ex	TA	Gd	Unf	0	Unf	0	1622	1622	GasA	Ex	Y	SBrkr	1630	0	0	1630	1	0	2	0	3	1	Ex	8	TF	1	Attchd	2008.0	RFn	3	524.151933	TA	TA	Y	146.361025	20.501170	90.829660	0	0	0	0	1	2009	WD	Normal	295493
1317	1318	120	FVR	47.0	4230	Paved	Reg	Lvl	AllPub	C	GS	Somerst	Norm	Norm	TwnhsE	1Story	7	5	2006	2007	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Ex	Gd	No	Unf	0	Unf	0	1352	1352	GasA	Ex	Y	SBrkr	1352	0	0	1352	0	0	2	0	2	1	Gd	5	TF	1	Attchd	2006.0	RFn	2	875.567872	TA	TA	Y	-32.147027	-31.221094	40.798276	0	0	0	0	4	2007	New	Partial	208900
1318	1319	20	RLD	NaN	14781	Paved	IR2	Lvl	AllPub	CulDSac	GS	CollgCr	Norm	Norm	1Fam	1Story	8	5	2001	2002	Hip	SS	VinylSd	VinylSd	BrkFace	178.0	Gd	TA	PC	Gd	TA	Gd	Unf	0	Unf	0	1753	1753	GasA	Ex	Y	SBrkr	1787	0	0	1787	0	0	2	0	3	1	Gd	7	TF	1	Attchd	2001.0	RFn	3	600.898259	TA	TA	Y	-150.244173	8.550575	5.910277	0	0	0	0	8	2006	WD	Normal	275000
1319	1320	20	RLD	75.0	10215	Paved	Reg	Bnk	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	4	5	1954	1954	Hip	SS	Wd Sdng	Wd Sdng	BrkFace	132.0	TA	TA	PC	TA	TA	No	ALQ	492	Unf	0	372	864	GasA	Ex	Y	SBrkr	948	0	0	948	0	0	1	0	3	1	TA	5	TF	0	Attchd	1954.0	Unf	1	123.480249	TA	TA	Y	74.277828	53.327476	64.149497	0	0	0	0	2	2007	WD	Normal	111000
1320	1321	20	RLD	70.0	8400	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	3	1957	1957	Hip	SS	BrkFace	BrkFace	None	0.0	TA	TA	CB	TA	TA	No	ALQ	189	Rec	661	628	1478	GasA	Gd	Y	SBrkr	1478	0	0	1478	1	0	1	1	3	1	TA	6	TF	2	Attchd	1957.0	RFn	2	704.980069	TA	TA	Y	-186.890465	76.346684	-71.153148	0	216	0	0	6	2009	WD	Normal	156500
1321	1322	20	RLD	NaN	6627	Paved	IR1	Lvl	AllPub	C	GS	BrkSide	Feedr	Norm	1Fam	1Story	3	6	1949	1950	Hip	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	NaN	NaN	NaN	NaN	0	NaN	0	0	0	Floor	TA	N	SBrkr	720	0	0	720	0	0	1	0	2	1	TA	4	TF	0	Detchd	1955.0	Unf	1	848.131693	TA	Fa	Y	249.605844	38.019717	-13.509556	0	0	0	0	7	2008	WD	Normal	72500
1322	1323	60	RLD	107.0	10186	Paved	IR1	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	2Story	7	5	1992	1992	Gable	SS	HdBoard	HdBoard	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	674	Unf	0	76	750	GasA	Ex	Y	SBrkr	1061	862	0	1923	1	0	2	1	3	1	Gd	8	TF	1	Attchd	1992.0	RFn	2	115.790862	TA	TA	Y	133.218521	50.686247	54.378770	0	0	0	0	6	2010	WD	Normal	190000
1323	1324	30	RLD	50.0	5330	Paved	Reg	HLS	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	1Story	4	7	1940	1950	Hip	SS	VinylSd	VinylSd	None	0.0	Fa	TA	CB	TA	TA	No	LwQ	280	Unf	0	140	420	GasA	Gd	Y	SBrkr	708	0	0	708	0	0	1	0	2	1	Fa	5	TF	0	NaN	NaN	NaN	0	521.518279	NaN	NaN	Y	185.829476	91.661509	80.617441	0	0	0	0	12	2009	WD	Normal	82500
1324	1325	20	RLD	75.0	9986	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	8	5	2006	2007	Gable	SS	VinylSd	VinylSd	BrkFace	428.0	Gd	TA	PC	Ex	TA	Av	Unf	0	Unf	0	1795	1795	GasA	Ex	Y	SBrkr	1795	0	0	1795	0	0	2	0	2	1	Gd	7	TF	1	Attchd	2007.0	RFn	3	471.537462	TA	TA	Y	-75.675992	21.850871	-1.765525	0	0	0	0	2	2007	New	Partial	147000
1325	1326	30	RMD	40.0	3636	Paved	Reg	Lvl	AllPub	I	GS	IDOTRR	Norm	Norm	1Fam	1Story	4	4	1922	1950	Gable	SS	AsbShng	AsbShng	None	0.0	TA	TA	BT	TA	Fa	No	Unf	0	Unf	0	796	796	GasA	Fa	N	SBrkr	796	0	0	796	0	0	1	0	2	1	TA	5	TF	0	NaN	NaN	NaN	0	462.210561	NaN	NaN	N	26.191640	163.634218	32.014271	0	0	0	0	1	2008	WD	Normal	55000
1326	1327	30	RHD	70.0	4270	Paved	Reg	Bnk	AllPub	I	MS	Edwards	Norm	Norm	1Fam	1Story	3	6	1931	2006	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	TA	No	Rec	544	Unf	0	0	544	GasA	Ex	Y	SBrkr	774	0	0	774	0	0	1	0	3	1	Gd	6	TF	0	NaN	NaN	NaN	0	283.219154	NaN	NaN	Y	-83.070498	172.400686	19.970678	0	0	0	0	5	2007	WD	Normal	79000
1327	1328	20	RLD	60.0	6600	Paved	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	1Story	5	9	1982	2008	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	Gd	CB	TA	TA	No	ALQ	641	Unf	0	175	816	GasA	Ex	Y	SBrkr	816	0	0	816	0	1	1	0	3	1	Gd	5	TF	1	Attchd	1982.0	Unf	1	409.021496	TA	TA	Y	222.928156	40.830037	67.860296	0	0	0	0	10	2008	WD	Normal	130500
1328	1329	50	RMD	60.0	10440	Paved	Reg	Lvl	AllPub	C	GS	OldTown	Norm	Norm	1Fam	1.5Fin	6	7	1920	1950	Gable	SS	BrkFace	Wd Sdng	None	0.0	Gd	Gd	BT	Gd	TA	No	LwQ	493	Unf	0	1017	1510	GasW	Ex	Y	SBrkr	1584	1208	0	2792	0	0	2	0	5	1	TA	8	MD	2	Detchd	1920.0	Unf	2	582.196465	Fa	TA	Y	143.859740	179.434341	49.701824	0	480	0	1150	6	2008	WD	Normal	256000
1329	1330	60	RLD	63.0	9084	Paved	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	7	5	1998	1998	Hip	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0	Unf	0	935	935	GasA	Gd	Y	SBrkr	955	677	0	1632	0	0	2	1	3	1	TA	8	TF	1	Attchd	1998.0	Fin	2	455.829395	TA	TA	Y	3.805410	48.021721	-79.145204	0	0	0	0	6	2006	WD	Normal	176500
1330	1331	20	RLD	85.0	10000	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	8	5	2006	2006	Hip	SS	VinylSd	VinylSd	Stone	410.0	Gd	TA	PC	Gd	Gd	Av	Unf	0	Unf	0	1588	1588	GasA	Ex	Y	SBrkr	1588	0	0	1588	0	0	2	0	3	1	Gd	7	TF	1	Attchd	2006.0	RFn	3	671.774656	TA	TA	Y	87.630914	87.009545	52.480335	0	0	0	0	12	2007	WD	Normal	227000
1331	1332	80	RLD	55.0	10780	Paved	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	SLvl	5	5	1976	1976	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	Av	ALQ	483	Unf	0	428	911	GasA	Gd	Y	SBrkr	954	0	0	954	0	0	1	0	3	1	TA	6	TF	0	Detchd	1976.0	Unf	2	244.582140	TA	TA	Y	-121.244026	98.885289	88.019377	0	0	0	0	7	2006	WD	Normal	132500
1332	1333	20	RLD	67.0	8877	Paved	Reg	Lvl	AllPub	I	MS	Edwards	Norm	Norm	1Fam	1Story	4	6	1938	1958	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	Mn	ALQ	690	Unf	0	126	816	GasA	Ex	Y	SBrkr	816	0	0	816	1	0	1	0	2	1	TA	3	TF	1	Detchd	1958.0	Unf	1	328.988407	Fa	Fa	Y	-73.068476	58.854181	19.127446	0	0	0	0	5	2009	WD	Normal	100000
1333	1334	50	RMD	60.0	7200	Paved	Reg	Lvl	AllPub	C	GS	IDOTRR	Norm	Norm	1Fam	1.5Fin	5	6	1938	1995	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	803	803	GasA	Ex	Y	SBrkr	803	557	0	1360	0	0	1	1	2	1	Gd	6	TF	0	Detchd	1951.0	Unf	1	421.020439	TA	TA	Y	138.537886	15.316037	-19.739249	0	0	0	0	7	2006	WD	Normal	125500
1334	1335	160	RMD	24.0	2368	Paved	Reg	Lvl	AllPub	I	GS	BrDale	Norm	Norm	TwnhsE	2Story	5	6	1970	1970	Gable	SS	HdBoard	HdBoard	None	312.0	TA	TA	CB	TA	TA	No	LwQ	765	Unf	0	0	765	GasA	TA	Y	SBrkr	765	600	0	1365	0	0	1	1	3	1	TA	7	MD1	0	Attchd	1970.0	Unf	2	222.678625	TA	TA	Y	183.238395	39.124917	84.253252	0	0	0	0	5	2009	WD	Normal	125000
1335	1336	20	RLD	80.0	9650	Paved	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	1Story	6	5	1977	1977	Gable	SS	Plywood	Plywood	BrkFace	360.0	TA	TA	CB	Gd	TA	No	ALQ	686	Unf	0	664	1350	GasA	TA	Y	SBrkr	1334	0	0	1334	0	1	2	0	2	1	TA	6	TF	1	Attchd	1977.0	RFn	2	729.346630	TA	TA	Y	141.952697	43.738929	39.411281	0	0	0	0	4	2009	WD	Normal	167900
1336	1337	90	RLD	87.0	9246	Paved	IR1	Lvl	AllPub	I	GS	NWAmes	Feedr	Norm	Duplex	1Story	5	5	1973	1973	Gable	SS	Plywood	Plywood	BrkFace	564.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	1656	1656	GasA	TA	Y	SBrkr	1656	0	0	1656	0	0	2	0	4	2	TA	8	TF	0	Detchd	1973.0	Unf	2	388.540739	TA	TA	Y	173.742996	97.177465	75.997819	0	0	0	0	11	2008	WD	Normal	135000
1337	1338	30	RMD	153.0	4118	Paved	IR1	Bnk	AllPub	C	MS	OldTown	Feedr	Norm	1Fam	1Story	4	4	1941	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	693	693	Grav	Fa	N	FuseA	693	0	0	693	0	0	1	0	2	1	Fa	4	TF	0	NaN	NaN	NaN	0	530.211541	NaN	NaN	N	-107.288037	190.895251	89.138578	0	0	0	0	3	2006	WD	Normal	52500
1338	1339	60	RLD	95.0	13450	Paved	IR1	Lvl	AllPub	C	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2002	2002	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	700	Unf	0	216	916	GasA	Ex	Y	SBrkr	920	941	0	1861	1	0	2	1	3	1	Gd	8	TF	0	BuiltIn	2002.0	RFn	2	632.362030	TA	TA	Y	75.247188	8.667704	2.285373	0	0	0	0	6	2006	WD	Normal	200000
1339	1340	20	RLD	120.0	9560	Paved	IR1	Lvl	AllPub	C	GS	CollgCr	Norm	Norm	1Fam	1Story	5	7	1972	1972	Hip	SS	MetalSd	MetalSd	None	0.0	TA	Gd	CB	TA	TA	Mn	Rec	360	Unf	0	504	864	GasA	Ex	Y	SBrkr	864	0	0	864	0	0	1	0	3	1	TA	5	TF	0	Attchd	1972.0	RFn	1	368.145928	TA	TA	Y	324.202857	86.667574	33.288372	0	0	0	0	6	2006	WD	Normal	128500
1340	1341	20	RLD	70.0	8294	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	4	5	1971	1971	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	858	858	GasA	TA	Y	SBrkr	872	0	0	872	0	0	1	0	3	1	TA	5	TF	0	Detchd	1974.0	Unf	4	910.394404	TA	TA	Y	1.018926	110.910989	-27.341413	0	0	0	0	6	2007	WD	Normal	123000
1341	1342	20	RLD	66.0	13695	Paved	Reg	Lvl	AllPub	I	GS	SawyerW	RRAe	Norm	1Fam	1Story	6	5	2003	2004	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	GLQ	814	Unf	0	300	1114	GasA	Ex	Y	SBrkr	1114	0	0	1114	1	0	1	0	3	1	Gd	6	TF	0	Detchd	2004.0	Unf	2	364.771091	TA	TA	Y	111.335186	30.581143	-1.571963	0	0	0	0	7	2008	WD	Normal	155000
1342	1343	60	RLD	NaN	9375	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	8	5	2002	2002	Gable	SS	VinylSd	VinylSd	BrkFace	149.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	1284	1284	GasA	Ex	Y	SBrkr	1284	885	0	2169	0	0	2	1	3	1	Gd	7	TF	1	Attchd	2002.0	RFn	2	346.456324	TA	TA	Y	69.177541	-50.485043	71.689415	0	0	0	0	8	2007	WD	Normal	228500
1343	1344	50	RLD	57.0	7558	Paved	Reg	Bnk	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	1.5Fin	6	6	1928	1950	Gable	SS	BrkFace	Stone	None	0.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	896	896	GasA	Gd	Y	SBrkr	1172	741	0	1913	0	0	1	1	3	1	TA	9	TF	1	Detchd	1929.0	Unf	2	114.776626	Fa	Fa	Y	-74.483780	63.378981	28.752892	0	0	0	0	3	2009	WD	Normal	177000
1344	1345	60	RLD	85.0	11103	Paved	IR1	Lvl	AllPub	C	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2006	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	728	728	GasA	Ex	Y	SBrkr	728	728	0	1456	0	0	2	1	3	1	Gd	8	TF	1	Attchd	2006.0	Fin	2	868.837207	TA	TA	Y	342.219410	-42.030313	21.710676	0	0	0	0	7	2007	New	Partial	155835
1345	1346	30	RMD	50.0	6000	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1Story	4	4	1920	1950	Hip	SS	MetalSd	MetalSd	None	0.0	TA	TA	PC	TA	TA	No	ALQ	250	Unf	0	710	960	GasA	Gd	Y	FuseA	960	0	0	960	0	0	1	0	2	1	Fa	5	TF	0	Detchd	1997.0	Unf	1	347.274460	TA	TA	Y	4.349391	48.109344	24.305242	0	0	0	0	7	2007	WD	Normal	108500
1346	1347	20	RLD	NaN	20781	Paved	IR2	Lvl	AllPub	CulDSac	GS	NWAmes	PosN	Norm	1Fam	1Story	7	7	1968	2003	Hip	SS	BrkFace	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	BLQ	297	Rec	68	1203	1568	GasA	TA	Y	SBrkr	2156	0	0	2156	0	0	2	0	3	1	TA	9	TF	1	Attchd	1968.0	RFn	2	330.102513	Gd	TA	Y	87.562065	134.904813	-79.790207	290	0	0	0	6	2006	WD	Normal	262500
1347	1348	20	RLD	93.0	15306	Paved	IR1	HLS	AllPub	C	GS	Timber	Norm	Norm	1Fam	1Story	8	5	2006	2007	Gable	SS	VinylSd	VinylSd	Stone	100.0	Gd	TA	PC	Ex	TA	Gd	GLQ	80	Unf	0	1652	1732	GasA	Ex	Y	SBrkr	1776	0	0	1776	1	0	2	0	3	1	Gd	7	TF	1	Attchd	2006.0	Fin	3	451.219744	TA	TA	Y	92.614241	-68.710751	-12.596976	0	0	0	0	5	2007	New	Partial	283463
1348	1349	20	RLD	NaN	16196	Paved	IR3	Low	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	1Story	7	5	1998	1998	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Gd	GLQ	1443	Unf	0	39	1482	GasA	Ex	Y	SBrkr	1494	0	0	1494	1	0	2	0	3	1	Gd	5	TF	1	Attchd	1998.0	RFn	2	334.001389	TA	TA	Y	71.124570	69.574490	-35.574869	0	0	0	0	8	2007	WD	Normal	215000
1349	1350	70	RMD	50.0	5250	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	2Story	8	5	1872	1987	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	BT	TA	Fa	No	LwQ	259	Unf	0	425	684	OthW	Fa	N	SBrkr	938	1215	205	2358	0	0	2	0	4	1	TA	8	TF	0	NaN	NaN	NaN	0	363.884942	NaN	NaN	Y	76.224577	-21.984401	18.453293	0	0	0	0	12	2008	WD	Normal	122000
1350	1351	90	RLD	91.0	11643	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Artery	Norm	Duplex	2Story	5	5	1969	1969	Gable	SS	MetalSd	MetalSd	BrkFace	368.0	TA	TA	CB	TA	TA	No	LwQ	500	Unf	0	748	1248	GasA	TA	Y	SBrkr	1338	1296	0	2634	1	1	2	2	6	2	TA	12	TF	0	Detchd	1969.0	Unf	4	902.244216	TA	TA	Y	53.682066	94.754326	41.165887	0	0	0	0	8	2009	WD	Normal	200000
1351	1352	60	RLD	70.0	9247	Paved	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	2Story	6	6	1962	1962	Gable	SS	HdBoard	HdBoard	BrkFace	318.0	TA	TA	CB	TA	TA	No	Rec	319	Unf	0	539	858	GasA	Ex	Y	SBrkr	858	858	0	1716	0	0	1	1	4	1	TA	8	TF	1	Attchd	1962.0	Fin	2	545.976954	TA	TA	Y	204.739147	23.357820	49.269745	0	120	0	0	3	2008	WD	Normal	171000
1352	1353	50	RMD	50.0	6000	Paved	Reg	Lvl	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	1.5Fin	6	9	1937	2000	Gable	SS	MetalSd	MetalSd	None	0.0	Gd	TA	BT	TA	TA	No	Unf	0	Unf	0	698	698	GasA	TA	Y	SBrkr	786	390	0	1176	0	0	1	0	2	1	TA	4	TF	0	Detchd	1999.0	Unf	2	580.549936	TA	TA	N	342.286106	-6.719063	-37.712642	0	0	0	0	7	2009	WD	Normal	134900
1353	1354	50	RLD	56.0	14720	Paved	IR1	Lvl	AllPub	CulDSac	GS	NoRidge	Norm	Norm	1Fam	1.5Fin	8	5	1995	1996	Hip	SS	VinylSd	VinylSd	BrkFace	579.0	Gd	TA	PC	Gd	TA	Av	GLQ	816	Unf	0	1217	2033	GasA	Ex	Y	SBrkr	2053	1185	0	3238	1	0	2	1	4	1	Gd	9	TF	1	Attchd	1996.0	Fin	3	274.399480	TA	TA	Y	190.319118	83.402290	155.093703	0	0	0	0	3	2010	WD	Normal	410000
1354	1355	60	RLD	NaN	10316	Paved	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2000	2000	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	735	Unf	0	257	992	GasA	Ex	Y	SBrkr	992	873	0	1865	1	0	2	1	3	1	Gd	7	TF	1	Attchd	2000.0	RFn	3	204.626726	TA	TA	Y	121.216154	86.300686	82.789492	0	0	0	0	6	2008	WD	Normal	235000
1355	1356	80	RLD	102.0	10192	Paved	IR1	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	SLvl	7	6	1968	1992	Gable	SS	MetalSd	MetalSd	BrkFace	143.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	570	570	GasA	Gd	Y	SBrkr	1222	698	0	1920	0	0	3	0	4	1	Gd	8	TF	1	Attchd	1968.0	RFn	2	449.689043	TA	TA	Y	276.655843	188.243703	92.629374	0	0	0	0	9	2006	WD	Normal	170000
1356	1357	20	RLD	NaN	9477	Paved	Reg	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1966	1966	Gable	SS	HdBoard	HdBoard	BrkFace	65.0	TA	TA	CB	TA	TA	No	Rec	340	Unf	0	524	864	GasA	TA	Y	SBrkr	892	0	0	892	0	0	1	0	3	1	TA	5	TF	0	Attchd	1966.0	RFn	1	355.847119	TA	TA	Y	-187.000317	76.237235	16.265285	0	0	0	0	10	2008	WD	Normal	110000
1357	1358	20	RLD	NaN	12537	Paved	IR1	Lvl	AllPub	CulDSac	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1971	2008	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	No	GLQ	734	Unf	0	344	1078	GasA	Ex	Y	SBrkr	1078	0	0	1078	1	0	1	1	3	1	TA	6	TF	1	Attchd	1971.0	Fin	2	522.316345	TA	TA	Y	121.021554	66.691551	48.012128	0	0	0	0	4	2010	WD	Normal	149900
1358	1359	160	FVR	NaN	2117	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	Twnhs	2Story	6	5	2000	2000	Gable	SS	MetalSd	MetalSd	BrkFace	216.0	Gd	TA	PC	Gd	TA	No	GLQ	378	Unf	0	378	756	GasA	Ex	Y	SBrkr	769	804	0	1573	0	0	2	1	3	1	Gd	5	TF	0	Detchd	2000.0	Unf	2	315.369599	TA	TA	Y	182.665929	-69.565200	103.219832	0	0	0	0	6	2010	WD	Normal	177500
1359	1360	20	RLD	129.0	16737	Paved	Reg	Lvl	AllPub	FR3P	GS	NridgHt	Norm	Norm	1Fam	1Story	9	5	2004	2005	Hip	SS	VinylSd	VinylSd	BrkFace	66.0	Gd	TA	PC	Ex	TA	Av	GLQ	1447	Unf	0	533	1980	GasA	Ex	Y	SBrkr	1980	0	0	1980	1	0	2	0	3	1	Ex	8	TF	1	Attchd	2004.0	Fin	3	132.736244	TA	TA	Y	103.200748	61.451079	10.861018	0	0	0	0	9	2006	WD	Normal	315000
1360	1361	70	RLD	51.0	9842	Paved	Reg	Lvl	AllPub	I	GS	SWISU	Feedr	Norm	1Fam	2Story	5	6	1921	1998	Gable	SS	MetalSd	Wd Sdng	None	0.0	TA	TA	BT	TA	Fa	No	Unf	0	Unf	0	612	612	GasA	Ex	Y	SBrkr	990	1611	0	2601	0	0	3	1	4	1	TA	8	TF	0	BuiltIn	1998.0	RFn	2	723.311240	TA	TA	Y	-8.359294	-30.318072	17.657896	0	0	0	0	5	2008	WD	Normal	189000
1361	1362	20	RLD	124.0	16158	Paved	IR1	Low	AllPub	I	MS	StoneBr	Norm	Norm	1Fam	1Story	7	5	2005	2005	Hip	SS	VinylSd	VinylSd	Stone	16.0	Gd	TA	PC	Ex	TA	Av	ALQ	1274	Unf	0	256	1530	GasA	Ex	Y	SBrkr	1530	0	0	1530	1	0	2	0	3	1	Gd	7	TF	1	Attchd	2005.0	Fin	2	-70.720555	TA	TA	Y	176.004586	65.833649	-46.366114	0	0	0	0	6	2009	WD	Normal	260000
1362	1363	50	RLD	NaN	12513	Paved	IR1	Lvl	AllPub	FR2P	GS	NAmes	Feedr	Norm	1Fam	1.5Fin	4	4	1920	2007	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	BT	TA	Fa	No	Unf	0	Unf	0	715	715	GasA	Gd	Y	SBrkr	1281	457	0	1738	0	0	2	0	4	1	TA	7	TF	1	Attchd	1920.0	Unf	1	557.211721	TA	TA	Y	182.747790	175.313375	63.469335	0	0	0	0	6	2009	WD	Normal	104900
1363	1364	60	RLD	73.0	8499	Paved	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	2006	2007	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0	Unf	0	616	616	GasA	Ex	Y	SBrkr	616	796	0	1412	0	0	2	1	3	1	Gd	6	TF	1	BuiltIn	2007.0	Fin	2	471.923874	TA	TA	Y	-16.113479	89.337039	86.717868	0	0	0	0	3	2007	New	Partial	156932
1364	1365	160	FVR	30.0	3180	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	TwnhsE	2Story	7	5	2005	2005	Gable	SS	MetalSd	MetalSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	600	600	GasA	Ex	Y	SBrkr	520	600	80	1200	0	0	2	1	2	1	Gd	4	TF	0	Detchd	2005.0	RFn	2	168.968353	TA	TA	Y	87.039707	-12.351447	-82.852609	0	0	0	0	4	2006	WD	Abnorml	144152
1365	1366	60	FVR	NaN	7500	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	2Story	7	5	2000	2000	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	533	Unf	0	281	814	GasA	Ex	Y	SBrkr	814	860	0	1674	1	0	2	1	3	1	Gd	7	TF	0	Attchd	2000.0	RFn	2	485.081821	TA	TA	Y	212.510752	92.709185	96.606285	0	0	0	0	1	2010	WD	Normal	216000
1366	1367	60	RLD	68.0	9179	Paved	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	1999	1999	Gable	SS	VinylSd	VinylSd	BrkFace	158.0	Gd	TA	PC	Gd	TA	No	GLQ	633	Unf	0	240	873	GasA	Ex	Y	SBrkr	882	908	0	1790	1	0	2	1	3	1	Gd	7	TF	0	Attchd	1999.0	RFn	2	104.064866	TA	TA	Y	113.357516	38.425327	-153.149748	0	0	0	0	6	2008	WD	Abnorml	193000
1367	1368	160	RMD	41.0	2665	Paved	Reg	Lvl	AllPub	I	GS	MeadowV	Norm	Norm	TwnhsE	2Story	5	6	1977	1977	Gable	SS	CemntBd	CmentBd	None	0.0	TA	TA	PC	TA	TA	No	ALQ	548	Rec	173	36	757	GasA	Ex	Y	SBrkr	925	550	0	1475	0	0	2	0	4	1	TA	6	TF	1	Attchd	1977.0	RFn	1	662.188903	TA	TA	Y	198.428342	63.294561	-13.710150	0	0	0	0	7	2006	WD	Normal	127000
1368	1369	120	RMD	NaN	4435	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	TwnhsE	1Story	6	5	2003	2004	Gable	SS	VinylSd	VinylSd	BrkFace	170.0	Gd	TA	PC	Gd	TA	Av	GLQ	685	Unf	0	163	848	GasA	Ex	Y	SBrkr	848	0	0	848	1	0	1	0	1	1	Gd	4	TF	0	Attchd	2003.0	Fin	2	618.065644	TA	TA	Y	213.028856	150.361686	192.839049	0	0	0	0	6	2009	WD	Normal	144000
1369	1370	20	RLD	48.0	10635	Paved	IR2	Lvl	AllPub	FR2P	GS	CollgCr	Norm	Norm	1Fam	1Story	8	5	2003	2003	Hip	SS	VinylSd	VinylSd	BrkFace	171.0	Gd	TA	PC	Gd	TA	Av	BLQ	370	GLQ	972	315	1657	GasA	Ex	Y	SBrkr	1668	0	0	1668	1	0	2	0	3	1	Gd	8	TF	1	Attchd	2003.0	Fin	2	315.674918	TA	TA	Y	142.953507	104.830552	-9.808244	0	0	0	0	5	2010	WD	Normal	232000
1370	1371	50	RLD	90.0	5400	Paved	Reg	Lvl	AllPub	C	GS	OldTown	Artery	Norm	1Fam	1.5Fin	4	6	1920	1950	Gable	SS	CBlock	CBlock	None	0.0	Fa	TA	PC	TA	TA	No	ALQ	315	Rec	105	420	840	GasA	Ex	Y	SBrkr	840	534	0	1374	0	0	1	0	2	1	TA	6	TF	0	Detchd	1967.0	Fin	1	114.751694	TA	TA	Y	286.054280	41.921317	-118.704381	0	0	0	0	10	2009	WD	Normal	105000
1371	1372	80	RLD	80.0	9600	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	SLvl	6	6	1955	1996	Hip	SS	AsbShng	AsbShng	None	0.0	TA	TA	CB	TA	TA	Av	BLQ	831	Unf	0	161	992	GasA	Gd	Y	SBrkr	1661	0	0	1661	1	0	1	0	3	1	Gd	8	TF	1	BuiltIn	1955.0	RFn	1	771.863901	TA	TA	Y	-92.724307	161.009666	112.614642	0	178	0	0	10	2008	WD	Normal	165500
1372	1373	60	RLD	75.0	9750	Paved	Reg	Lvl	AllPub	C	GS	CollgCr	Norm	Norm	1Fam	2Story	7	6	1998	1998	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	Av	GLQ	975	Unf	0	133	1108	GasA	Ex	Y	SBrkr	1108	989	0	2097	1	0	2	1	3	1	Gd	8	TF	1	Detchd	1998.0	RFn	2	333.226481	TA	TA	Y	156.169125	60.247948	64.561501	0	0	0	0	6	2006	WD	Normal	274300
1373	1374	20	RLD	NaN	11400	Paved	Reg	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	1Story	10	5	2001	2002	Hip	SS	VinylSd	VinylSd	BrkFace	705.0	Ex	TA	PC	Ex	TA	Gd	GLQ	1282	Unf	0	1351	2633	GasA	Ex	Y	SBrkr	2633	0	0	2633	1	0	2	1	2	1	Ex	8	TF	2	Attchd	2001.0	RFn	3	248.556765	TA	TA	Y	90.171695	-4.858750	88.362213	0	0	0	0	3	2007	WD	Normal	466500
1374	1375	60	FVR	85.0	10625	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	2Story	7	5	2005	2005	Gable	SS	CemntBd	CmentBd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	1026	1026	GasA	Ex	Y	SBrkr	1026	932	0	1958	0	0	2	1	3	1	Gd	9	TF	1	Attchd	2005.0	Fin	3	448.268882	TA	TA	Y	-22.796163	49.448531	46.992638	0	0	0	0	7	2008	WD	Normal	250000
1375	1376	20	RLD	89.0	10991	Paved	IR1	HLS	AllPub	I	GS	Timber	Norm	Norm	1Fam	1Story	8	5	2007	2007	Gable	SS	VinylSd	VinylSd	BrkFace	80.0	Gd	TA	PC	Gd	TA	Gd	Unf	0	Unf	0	1571	1571	GasA	Ex	Y	SBrkr	1571	0	0	1571	0	0	2	0	3	1	Gd	7	TF	1	Attchd	2007.0	Fin	3	419.289924	TA	TA	Y	68.747621	90.547594	64.987485	0	0	0	0	12	2007	New	Partial	239000
1376	1377	30	RLD	52.0	6292	Paved	Reg	Bnk	AllPub	I	GS	SWISU	Norm	Norm	1Fam	1Story	6	5	1930	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	Gd	TA	Mn	Rec	384	Unf	0	384	768	GasA	TA	N	SBrkr	790	0	0	790	0	0	1	0	2	1	TA	4	TF	0	Detchd	1925.0	Unf	1	553.799713	Fa	TA	Y	71.993209	61.740697	18.868605	0	0	0	0	4	2008	WD	Normal	91000
1377	1378	50	RLD	60.0	10998	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1.5Fin	5	5	1941	1960	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	LwQ	408	BLQ	420	156	984	GasA	Ex	Y	SBrkr	984	620	0	1604	0	0	2	0	3	1	TA	6	MD2	0	Detchd	1977.0	Unf	2	278.691563	TA	TA	Y	-87.968622	-11.831985	-42.764529	0	0	0	0	7	2009	WD	Normal	117000
1378	1379	160	RMD	21.0	1953	Paved	Reg	Lvl	AllPub	I	GS	BrDale	Norm	Norm	Twnhs	2Story	6	5	1973	1973	Gable	SS	HdBoard	HdBoard	BrkFace	408.0	TA	TA	CB	TA	Fa	No	BLQ	309	Unf	0	174	483	GasA	TA	Y	SBrkr	483	504	0	987	0	0	1	1	2	1	TA	5	TF	0	Detchd	1973.0	Unf	1	474.114883	TA	TA	Y	111.231627	70.293928	57.546323	0	0	0	0	6	2006	WD	Normal	83000
1379	1380	80	RLD	73.0	9735	Paved	Reg	Lvl	AllPub	I	GS	Timber	Norm	Norm	1Fam	SLvl	5	5	2006	2007	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0	Unf	0	384	384	GasA	Gd	Y	NaN	754	640	0	1394	0	0	2	1	3	1	Gd	7	TF	0	BuiltIn	2007.0	Fin	2	353.677704	TA	TA	Y	-26.531603	111.099305	19.896263	0	0	0	0	5	2008	WD	Normal	167500
1380	1381	30	RLD	45.0	8212	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	3	3	1914	1950	Gable	SS	Stucco	Stucco	None	0.0	TA	Fa	BT	TA	Fa	No	Rec	203	Unf	0	661	864	GasA	TA	N	FuseF	864	0	0	864	1	0	1	0	2	1	TA	5	TF	0	Detchd	1938.0	Unf	1	775.068479	TA	Fa	Y	140.931653	-26.949407	16.826576	0	0	0	0	6	2010	WD	Normal	58500
1381	1382	20	RLD	NaN	12925	Paved	IR1	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	6	7	1970	1970	Gable	SS	BrkFace	Plywood	None	0.0	TA	TA	CB	TA	TA	Mn	BLQ	865	Unf	0	340	1205	GasA	Ex	Y	SBrkr	2117	0	0	2117	0	0	2	1	4	1	TA	7	TF	2	Attchd	1970.0	Fin	2	215.147669	TA	TA	Y	-33.815793	50.071246	76.598417	0	0	0	0	5	2008	WD	Normal	237500
1382	1383	70	RMD	60.0	7200	Paved	Reg	Lvl	AllPub	C	GS	OldTown	Norm	Norm	1Fam	2Story	7	7	1920	1950	Hip	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	Fa	TA	No	Unf	0	Unf	0	596	596	GasA	Ex	Y	SBrkr	998	764	0	1762	1	0	1	1	4	1	Gd	8	TF	0	Detchd	1989.0	Unf	2	421.447173	TA	TA	N	232.745955	41.399916	114.629776	0	0	0	0	10	2006	WD	Normal	157000
1383	1384	30	RLD	NaN	25339	Paved	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	7	1918	2007	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	Gd	BT	TA	TA	No	Unf	0	Unf	0	816	816	GasA	Ex	Y	SBrkr	1416	0	0	1416	0	0	2	0	3	1	Gd	7	TF	0	Attchd	2007.0	Unf	2	193.636322	TA	TA	N	66.466220	-7.864367	40.162293	0	0	0	0	8	2007	WD	Normal	112000
1384	1385	50	RLD	60.0	9060	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1.5Fin	6	5	1939	1950	Gable	SS	WdShing	Wd Shng	None	0.0	TA	TA	BT	TA	TA	Mn	Rec	204	Unf	0	356	560	GasA	TA	Y	SBrkr	698	560	0	1258	0	0	1	0	2	1	TA	6	TF	0	Detchd	1939.0	Unf	1	360.532246	TA	TA	P	-87.747067	129.423093	30.698745	0	0	0	0	10	2009	WD	Normal	105000
1385	1386	50	RMD	40.0	5436	Paved	Reg	Lvl	AllPub	I	GS	IDOTRR	Norm	Norm	1Fam	1.5Fin	4	8	1922	2007	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	BT	TA	TA	No	BLQ	735	Unf	0	61	796	GasA	Gd	Y	SBrkr	796	358	0	1154	1	0	1	0	3	1	Gd	7	TF	0	Detchd	1922.0	Unf	1	271.381381	TA	TA	N	188.948166	30.533522	10.646747	0	0	0	0	5	2010	WD	Normal	125500
1386	1387	60	RLD	80.0	16692	Paved	IR1	Lvl	AllPub	I	GS	NWAmes	RRAn	Norm	1Fam	2Story	7	5	1978	1978	Gable	SS	Plywood	Plywood	BrkFace	184.0	TA	TA	CB	Gd	TA	No	BLQ	790	LwQ	469	133	1392	GasA	TA	Y	SBrkr	1392	1392	0	2784	1	0	3	1	5	1	Gd	12	TF	2	Attchd	1978.0	RFn	2	522.576095	TA	TA	Y	89.410572	47.299809	-26.825574	0	440	519	2000	7	2006	WD	Normal	250000
1387	1388	50	RMD	60.0	8520	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Artery	Norm	1Fam	1.5Fin	6	7	1916	1950	Gable	SS	Stucco	Stucco	None	0.0	TA	Gd	BT	TA	TA	No	Rec	168	LwQ	546	0	714	GasW	TA	N	SBrkr	1664	862	0	2526	0	0	2	0	5	1	Gd	10	TF	1	Detchd	1916.0	Unf	1	343.809115	TA	TA	Y	40.668173	-5.653722	87.864210	0	0	0	0	8	2007	CWD	Family	136000
1388	1389	20	RLD	42.0	14892	Paved	IR1	HLS	AllPub	CulDSac	GS	Gilbert	Norm	Norm	1Fam	1Story	9	5	2006	2007	Gable	SS	VinylSd	VinylSd	Stone	160.0	Ex	TA	PC	Ex	TA	Gd	GLQ	1320	Unf	0	426	1746	GasA	Ex	Y	SBrkr	1746	0	0	1746	1	0	2	0	3	1	Ex	7	TF	2	Attchd	2006.0	Fin	3	781.530314	TA	TA	Y	229.042201	5.213007	-101.118597	0	0	0	0	10	2009	WD	Normal	377500
1389	1390	50	RMD	60.0	6000	Paved	Reg	Lvl	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	1.5Fin	6	6	1941	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	Gd	BT	TA	Gd	No	ALQ	375	Unf	0	360	735	GasA	Ex	Y	SBrkr	869	349	0	1218	0	1	1	0	3	1	TA	6	TF	1	Detchd	2003.0	Unf	2	178.588468	TA	TA	Y	50.875092	117.129060	-86.454342	0	0	0	0	3	2007	WD	Normal	131000
1390	1391	20	RLD	70.0	9100	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2000	2000	Gable	SS	VinylSd	VinylSd	BrkFace	244.0	Gd	TA	PC	Gd	TA	Av	GLQ	1400	Unf	0	125	1525	GasA	Ex	Y	SBrkr	1525	0	0	1525	1	0	2	0	3	1	Gd	6	TF	0	Attchd	2000.0	RFn	2	158.884745	TA	TA	Y	295.502554	-64.286903	71.782071	0	0	0	0	9	2006	WD	Normal	235000
1391	1392	90	RLD	65.0	8944	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	Duplex	1Story	5	5	1967	1967	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	TA	TA	No	Unf	0	Unf	0	1584	1584	GasA	TA	Y	SBrkr	1584	0	0	1584	0	0	2	0	4	2	TA	8	MD	0	Detchd	1967.0	Unf	3	445.490616	TA	TA	Y	194.302496	120.796247	18.410763	0	0	0	0	4	2009	WD	Normal	124000
1392	1393	85	RLD	68.0	7838	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	SFoyer	5	5	1967	1967	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	Av	ALQ	769	Unf	0	95	864	GasA	TA	Y	SBrkr	900	0	0	900	1	0	1	0	3	1	TA	6	TF	1	Attchd	1967.0	RFn	1	667.731394	TA	TA	Y	10.988730	-33.691941	52.028959	0	0	0	0	12	2006	WD	Normal	123000
1393	1394	190	RMD	60.0	10800	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	2fmCon	1.5Fin	6	7	1905	2000	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	Fa	TA	No	Unf	0	Unf	0	482	482	GasA	Ex	N	SBrkr	1221	691	0	1912	0	0	2	0	3	2	TA	7	TF	1	Detchd	2003.0	Unf	2	457.353458	Gd	TA	Y	218.337382	62.639935	91.471538	0	0	0	0	4	2008	WD	Normal	163000
1394	1395	120	RLD	53.0	4045	Paved	Reg	Lvl	AllPub	I	GS	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2006	2006	Hip	SS	VinylSd	VinylSd	BrkFace	45.0	Gd	TA	PC	Gd	TA	Av	GLQ	1070	Unf	0	286	1356	GasA	Ex	Y	SBrkr	1500	0	0	1500	1	0	2	0	2	1	Gd	6	TF	1	Attchd	2006.0	Fin	3	273.982718	TA	TA	Y	70.648306	-80.835663	53.132855	0	0	0	0	10	2006	New	Partial	246578
1395	1396	60	RLD	88.0	12665	Paved	IR1	Lvl	AllPub	I	GS	Timber	Norm	Norm	1Fam	2Story	8	5	2005	2006	Hip	SS	VinylSd	VinylSd	BrkFace	245.0	Gd	TA	PC	Gd	Gd	Gd	Unf	0	Unf	0	1094	1094	GasA	Ex	Y	SBrkr	1133	1349	0	2482	0	0	2	1	4	1	Gd	9	TF	1	BuiltIn	2005.0	Fin	3	360.001372	TA	TA	Y	-75.260815	137.881531	-11.744379	0	0	0	0	2	2007	WD	Normal	281213
1396	1397	20	RLD	NaN	57200	Paved	IR1	Bnk	AllPub	I	SS	Timber	Norm	Norm	1Fam	1Story	5	5	1948	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	Av	BLQ	353	Rec	334	60	747	GasA	TA	Y	SBrkr	1687	0	0	1687	1	0	1	0	3	1	TA	7	MD1	2	Detchd	1966.0	Unf	2	760.511319	TA	TA	N	-93.208202	16.741294	90.288779	0	0	0	0	6	2010	WD	Normal	160000
1397	1398	70	RMD	51.0	6120	Paved	Reg	Lvl	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	2Story	5	8	1920	2004	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	TA	Mn	Unf	0	Unf	0	939	939	GasA	Ex	Y	SBrkr	939	574	0	1513	0	0	1	1	4	1	TA	8	TF	0	Detchd	1933.0	Unf	1	622.686427	Fa	Fa	N	157.477013	17.236897	-11.656721	0	0	0	0	5	2007	WD	Normal	137500
1398	1399	50	RLD	60.0	7200	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1.5Fin	5	4	1950	1982	Gable	SS	VinylSd	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	Rec	180	BLQ	352	676	1208	GasA	Gd	Y	FuseA	1136	768	0	1904	1	0	1	1	3	1	TA	7	MD1	0	Attchd	1950.0	Unf	1	465.370443	TA	TA	Y	205.150420	113.886509	37.953280	0	0	0	0	5	2009	WD	Normal	138000
1399	1400	50	RLD	51.0	6171	Paved	Reg	Lvl	AllPub	I	GS	SWISU	Norm	Norm	1Fam	1.5Fin	6	6	1925	1990	Gable	SS	WdShing	Wd Shng	None	0.0	TA	TA	BT	TA	TA	No	BLQ	264	Unf	0	712	976	GasA	Ex	Y	SBrkr	1160	448	0	1608	0	0	2	1	3	1	Gd	7	TF	1	Detchd	1925.0	Unf	1	309.267766	Fa	TA	Y	-38.821093	-7.410738	84.625974	0	0	0	0	10	2009	WD	Normal	137450
1400	1401	50	RMD	50.0	6000	Paved	Reg	Lvl	AllPub	C	GS	BrkSide	Norm	Norm	1Fam	1.5Fin	6	7	1929	1950	Gable	SS	WdShing	Wd Shng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	862	862	GasA	TA	Y	SBrkr	950	208	0	1158	0	0	1	0	3	1	TA	5	TF	1	BuiltIn	1929.0	RFn	1	531.156748	TA	TA	Y	-20.294547	142.551553	96.362322	0	0	0	0	7	2008	WD	Normal	120000
1401	1402	60	RLD	62.0	7415	Paved	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	2004	2004	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	TA	TA	No	GLQ	759	Unf	0	80	839	GasA	Ex	Y	SBrkr	864	729	0	1593	1	0	2	1	3	1	TA	8	TF	1	Attchd	2004.0	Fin	2	58.895171	TA	TA	Y	56.286617	-1.269675	-15.418439	0	0	0	0	4	2008	WD	Normal	193000
1402	1403	20	RLD	64.0	6762	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2006	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	Gd	Av	Unf	0	Unf	0	1286	1286	GasA	Ex	Y	SBrkr	1294	0	0	1294	0	0	2	0	2	1	Gd	6	TF	1	Attchd	2006.0	RFn	2	426.574457	TA	TA	Y	216.471858	79.988833	49.565454	0	0	0	0	7	2006	New	Partial	193879
1403	1404	20	RLD	49.0	15256	Paved	IR1	Lvl	AllPub	CulDSac	GS	Somerst	RRAn	Norm	1Fam	1Story	8	5	2007	2007	Gable	SS	VinylSd	VinylSd	Stone	84.0	Gd	TA	PC	Gd	TA	Gd	GLQ	929	Unf	0	556	1485	GasA	Ex	Y	SBrkr	1464	0	0	1464	1	0	2	0	3	1	Gd	6	TF	0	Attchd	2007.0	Unf	3	591.319814	TA	TA	Y	259.696510	-0.769957	-103.121106	0	0	0	0	8	2007	WD	Normal	282922
1404	1405	50	RLD	60.0	10410	Paved	Reg	Lvl	AllPub	C	GS	OldTown	Artery	Norm	1Fam	1.5Fin	3	4	1915	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	PC	TA	TA	No	Unf	0	Unf	0	672	672	GasA	TA	Y	SBrkr	694	520	0	1214	0	0	1	0	3	1	TA	6	TF	0	Detchd	1998.0	Unf	3	535.841751	TA	TA	Y	51.982020	-15.279600	130.834038	0	0	0	0	1	2006	WD	Family	105000
1405	1406	120	RMD	44.0	3842	Paved	IR1	HLS	AllPub	I	MS	Crawfor	Norm	Norm	TwnhsE	1Story	8	5	2004	2005	Hip	SS	CemntBd	CmentBd	Stone	174.0	Gd	TA	PC	Ex	TA	Gd	GLQ	1373	Unf	0	221	1594	GasA	Ex	Y	SBrkr	1646	0	0	1646	1	1	2	0	2	1	Gd	5	TF	1	Attchd	2004.0	Fin	2	327.544408	TA	TA	Y	86.705394	109.980514	90.068102	0	155	0	0	1	2008	WD	Normal	275000
1406	1407	85	RLD	70.0	8445	Paved	Reg	Lvl	AllPub	C	GS	CollgCr	Norm	Norm	1Fam	SFoyer	5	7	1972	2007	Gable	SS	HdBoard	Wd Shng	None	0.0	TA	TA	CB	Gd	TA	Av	GLQ	656	Unf	0	112	768	GasA	TA	Y	SBrkr	768	0	0	768	1	0	1	0	2	1	TA	5	TF	0	Detchd	1988.0	Unf	2	453.988266	TA	TA	Y	-37.640068	92.175972	-1.410587	0	0	0	0	3	2009	WD	Normal	133000
1407	1408	20	RLD	NaN	8780	Paved	IR1	Lvl	AllPub	C	GS	Mitchel	Norm	Norm	1Fam	1Story	5	5	1985	1985	Gable	SS	HdBoard	Plywood	None	0.0	TA	TA	CB	TA	TA	No	ALQ	625	Unf	0	208	833	GasA	Ex	Y	SBrkr	833	0	0	833	1	0	1	0	3	1	TA	5	TF	0	NaN	NaN	NaN	0	214.127497	NaN	NaN	Y	180.103350	2.401590	53.252169	0	0	0	0	3	2009	WD	Normal	112000
1408	1409	70	RMD	60.0	7740	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	2Story	4	7	1910	1950	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	Fa	TA	No	Unf	0	Unf	0	622	622	GasA	Gd	Y	SBrkr	741	622	0	1363	0	0	1	0	3	1	TA	6	TF	0	Detchd	1966.0	Unf	2	744.614909	TA	TA	Y	60.590589	16.575816	62.824577	0	168	0	0	6	2010	WD	Normal	125500
1409	1410	60	RLD	46.0	20544	Paved	IR1	Lvl	AllPub	CulDSac	GS	NWAmes	Norm	Norm	1Fam	2Story	7	6	1986	1991	Gable	SS	Plywood	Plywood	BrkFace	123.0	TA	Gd	CB	Gd	TA	No	Unf	0	Unf	0	791	791	GasA	Gd	Y	SBrkr	1236	857	0	2093	0	0	2	1	3	1	TA	7	TF	1	Attchd	1986.0	Fin	2	553.819099	TA	TA	Y	31.253319	85.963177	90.817087	0	0	0	0	11	2008	WD	Normal	215000
1410	1411	60	RLD	79.0	12420	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2001	2001	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	666	Unf	0	278	944	GasA	Ex	Y	SBrkr	944	896	0	1840	1	0	2	1	3	1	Gd	6	TF	0	Attchd	2001.0	RFn	2	138.540285	TA	TA	Y	244.886251	86.785712	86.861644	0	0	0	0	6	2009	WD	Normal	230000
1411	1412	50	RLD	80.0	9600	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1.5Fin	6	8	1950	2005	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	CB	TA	TA	No	BLQ	120	Unf	0	736	856	GasA	Ex	Y	SBrkr	1112	556	0	1668	0	0	1	1	3	1	TA	6	MD2	0	Attchd	1950.0	Unf	1	224.348894	TA	TA	Y	212.489203	-80.087980	-111.726178	0	0	0	0	9	2009	WD	Normal	140000
1412	1413	90	RLD	60.0	7200	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	Duplex	1Story	4	5	1949	1950	Gable	SS	BrkFace	Stone	None	0.0	TA	TA	SL	NaN	NaN	NaN	NaN	0	NaN	0	0	0	Wall	Fa	N	FuseF	1040	0	0	1040	0	0	2	0	2	2	TA	6	TF	0	Detchd	1956.0	Unf	2	332.809672	TA	TA	Y	272.937388	176.036130	-13.215204	0	0	0	0	6	2009	WD	Normal	90000
1413	1414	20	RLD	88.0	10994	Paved	IR1	Lvl	AllPub	C	GS	SawyerW	Norm	Norm	1Fam	1Story	8	5	2005	2006	Gable	SS	VinylSd	VinylSd	Stone	366.0	Gd	TA	PC	Gd	Gd	No	GLQ	976	Unf	0	868	1844	GasA	Ex	Y	SBrkr	1844	0	0	1844	1	0	2	0	2	1	Gd	7	TF	1	Attchd	2005.0	Fin	2	192.900498	TA	TA	Y	-22.916940	47.165968	95.115981	0	0	0	0	9	2009	COD	Abnorml	257000
1414	1415	50	RLD	64.0	13053	Paved	Reg	Bnk	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	1.5Fin	6	7	1923	2000	Gambrel	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	833	833	GasA	Gd	Y	SBrkr	1053	795	0	1848	0	0	1	1	4	1	Gd	8	TF	1	Detchd	1922.0	Unf	2	450.876714	TA	TA	N	-0.113745	110.925615	-91.839615	0	220	0	0	6	2008	WD	Normal	207000
1415	1416	120	RLD	51.0	3635	Paved	Reg	Lvl	AllPub	I	GS	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2007	2007	Hip	SS	VinylSd	VinylSd	BrkFace	130.0	Gd	TA	PC	Gd	TA	No	ALQ	988	Unf	0	398	1386	GasA	Ex	Y	SBrkr	1569	0	0	1569	0	1	2	0	1	1	Gd	7	TF	1	Attchd	2007.0	RFn	3	534.861584	TA	TA	Y	-58.894740	96.307456	-5.853488	0	0	0	0	5	2009	WD	Normal	175900
1416	1417	190	RMD	60.0	11340	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	2fmCon	2Story	4	6	1885	1950	Gable	SS	VinylSd	AsbShng	None	0.0	TA	TA	PC	TA	TA	No	Unf	0	Unf	0	777	777	GasA	Gd	Y	SBrkr	1246	1044	0	2290	0	0	2	0	4	2	TA	11	TF	0	Detchd	1971.0	Unf	2	698.390080	TA	TA	N	22.843039	127.135527	-16.650104	0	0	0	0	4	2010	WD	Normal	122500
1417	1418	60	RLD	NaN	16545	Paved	IR1	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	2Story	8	5	1998	1998	Gable	SS	VinylSd	VinylSd	BrkFace	731.0	Gd	TA	PC	Gd	TA	Mn	GLQ	781	Unf	0	503	1284	GasA	Ex	Y	SBrkr	1310	1140	0	2450	1	0	2	1	3	1	Gd	7	TF	1	Attchd	1998.0	Fin	3	271.347590	TA	TA	Y	15.842821	83.566571	85.894542	0	0	0	0	5	2009	WD	Normal	340000
1418	1419	20	RLD	71.0	9204	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1963	1963	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	BLQ	25	Rec	872	247	1144	GasA	TA	Y	SBrkr	1144	0	0	1144	1	0	1	1	3	1	TA	6	TF	0	Detchd	1962.0	Unf	1	107.748333	TA	TA	Y	293.860601	20.756842	95.434310	0	0	0	0	8	2008	COD	Normal	124000
1419	1420	20	RLD	NaN	16381	Paved	IR1	Lvl	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	1Story	6	5	1969	1969	Gable	SS	Plywood	Plywood	BrkFace	312.0	Gd	Gd	CB	TA	TA	Av	Rec	1110	Unf	0	734	1844	GasA	Gd	Y	SBrkr	1844	0	0	1844	1	0	2	0	3	1	Gd	7	TF	1	Attchd	1969.0	RFn	2	138.380546	TA	TA	Y	199.245316	161.380417	146.414657	0	0	0	0	12	2006	WD	Normal	223000
1420	1421	60	RLD	90.0	11700	Paved	Reg	Lvl	AllPub	C	GS	NWAmes	Norm	Norm	1Fam	2Story	6	6	1968	1968	Gable	SS	HdBoard	HdBoard	BrkFace	420.0	TA	TA	CB	TA	TA	No	ALQ	404	Unf	0	304	708	GasA	Gd	Y	SBrkr	708	708	0	1416	0	0	2	1	3	1	TA	7	TF	1	Attchd	1968.0	RFn	2	595.769761	TA	TA	Y	52.790808	41.444228	58.260689	0	119	0	0	5	2006	WD	Normal	179900
1421	1422	120	RLD	53.0	4043	Paved	Reg	Lvl	AllPub	I	GS	NPkVill	Norm	Norm	TwnhsE	1Story	6	5	1977	1977	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	Gd	TA	No	ALQ	360	Unf	0	709	1069	GasA	TA	Y	SBrkr	1069	0	0	1069	0	0	2	0	2	1	TA	4	TF	1	Attchd	1977.0	RFn	2	251.373811	TA	TA	Y	162.279325	110.670877	35.716080	0	165	0	0	7	2010	WD	Normal	127500
1422	1423	120	RMD	37.0	4435	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	TwnhsE	1Story	6	5	2003	2003	Gable	SS	VinylSd	VinylSd	BrkFace	170.0	Gd	TA	PC	Gd	TA	Av	GLQ	686	Unf	0	162	848	GasA	Ex	Y	SBrkr	848	0	0	848	1	0	1	0	1	1	Gd	3	TF	0	Attchd	2003.0	Fin	2	191.606605	TA	TA	Y	193.347501	-4.472888	103.561170	0	0	0	0	3	2008	WD	Normal	136500
1423	1424	80	RLD	NaN	19690	Paved	IR1	Lvl	AllPub	CulDSac	GS	Edwards	Norm	Norm	1Fam	SLvl	6	7	1966	1966	Flat	TG	Plywood	Plywood	None	0.0	Gd	Gd	CB	Gd	TA	Av	Unf	0	Unf	0	697	697	GasA	TA	Y	SBrkr	1575	626	0	2201	0	0	2	0	4	1	Gd	8	TF	1	Attchd	1966.0	Unf	2	566.101506	Gd	Gd	Y	42.506295	177.352109	23.472300	0	0	738	0	8	2006	WD	Alloca	274970
1424	1425	20	RLD	NaN	9503	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1958	1983	Hip	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	ALQ	457	Rec	374	193	1024	GasA	TA	Y	SBrkr	1344	0	0	1344	1	0	1	0	2	1	TA	6	MD1	1	Detchd	1970.0	Unf	1	512.615816	TA	TA	Y	-27.262809	113.760246	23.551776	0	0	0	0	6	2007	WD	Normal	144000
1425	1426	20	RLD	80.0	10721	Paved	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	6	1959	1959	Hip	SS	HdBoard	HdBoard	Stone	243.0	Gd	TA	CB	TA	TA	No	Unf	0	Unf	0	1252	1252	GasA	Ex	Y	SBrkr	1252	0	0	1252	0	0	1	0	3	1	Gd	7	TF	0	Detchd	1960.0	Unf	2	722.713822	TA	TA	Y	85.016367	-112.051849	-63.803241	0	0	0	0	10	2008	WD	Normal	142000
1426	1427	60	RLD	81.0	10944	Paved	IR1	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	2Story	7	5	1994	1994	Gable	SS	VinylSd	VinylSd	BrkFace	448.0	Gd	TA	PC	Gd	TA	No	GLQ	1000	Unf	0	223	1223	GasA	Ex	Y	SBrkr	1223	904	0	2127	1	0	2	1	3	1	Gd	5	TF	2	Attchd	1994.0	RFn	2	67.964933	TA	TA	Y	93.973534	6.320296	33.832788	0	0	0	0	8	2008	WD	Normal	271000
1427	1428	50	RLD	60.0	10930	Paved	Reg	Bnk	AllPub	I	GS	NAmes	Artery	Norm	1Fam	1.5Fin	5	6	1945	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	BLQ	580	Unf	0	333	913	GasA	TA	Y	FuseA	1048	510	0	1558	1	0	1	1	3	1	TA	6	TF	1	Attchd	1962.0	Unf	1	519.469795	TA	TA	Y	53.107803	-22.978931	-14.160553	0	0	0	0	4	2008	WD	Normal	140000
1428	1429	30	RMD	60.0	7200	Paved	Reg	Lvl	AllPub	C	GS	OldTown	Norm	Norm	1Fam	1Story	5	7	1940	1992	Gable	SS	MetalSd	MetalSd	Stone	294.0	TA	Gd	CB	TA	TA	No	BLQ	510	Unf	0	278	788	GasA	TA	Y	SBrkr	804	0	0	804	1	0	1	0	2	1	Gd	4	TF	2	Attchd	1940.0	Unf	1	184.070716	TA	TA	Y	115.955386	-66.416533	33.209159	0	0	0	0	2	2010	WD	Abnorml	119000
1429	1430	20	RLD	NaN	12546	Paved	IR1	Lvl	AllPub	C	GS	NWAmes	Norm	Norm	1Fam	1Story	6	7	1981	1981	Gable	SS	MetalSd	MetalSd	BrkFace	310.0	Gd	Gd	CB	Gd	TA	No	BLQ	678	Unf	0	762	1440	GasA	Ex	Y	SBrkr	1440	0	0	1440	0	0	2	0	3	1	Gd	7	TF	1	Attchd	1981.0	Fin	2	808.209598	TA	TA	Y	90.589898	58.524212	40.528035	0	0	0	0	4	2007	WD	Normal	182900
1430	1431	60	RLD	60.0	21930	Paved	IR3	Lvl	AllPub	I	GS	Gilbert	RRAn	Norm	1Fam	2Story	5	5	2005	2005	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	Gd	Av	Unf	0	Unf	0	732	732	GasA	Ex	Y	SBrkr	734	1104	0	1838	0	0	2	1	4	1	TA	7	TF	1	BuiltIn	2005.0	Fin	2	325.701463	TA	TA	Y	16.906209	93.742957	92.309379	0	0	0	0	7	2006	WD	Normal	192140
1431	1432	120	RLD	NaN	4928	Paved	IR1	Lvl	AllPub	I	GS	NPkVill	Norm	Norm	TwnhsE	1Story	6	6	1976	1976	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	Gd	TA	No	LwQ	958	Unf	0	0	958	GasA	TA	Y	SBrkr	958	0	0	958	0	0	2	0	2	1	TA	5	TF	0	Attchd	1976.0	RFn	2	805.945047	TA	TA	Y	103.682362	137.118311	59.844386	0	0	0	0	10	2009	WD	Normal	143750
1432	1433	30	RLD	60.0	10800	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1Story	4	6	1927	2007	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	656	656	GasA	TA	Y	SBrkr	968	0	0	968	0	0	2	0	4	1	TA	5	TF	0	Detchd	1928.0	Unf	1	639.163246	Fa	Fa	Y	113.018782	-49.853796	-41.427561	0	0	0	0	8	2007	WD	Normal	64500
1433	1434	60	RLD	93.0	10261	Paved	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	2000	2000	Gable	SS	VinylSd	VinylSd	BrkFace	318.0	TA	TA	PC	Gd	TA	No	Unf	0	Unf	0	936	936	GasA	Ex	Y	SBrkr	962	830	0	1792	1	0	2	1	3	1	TA	8	TF	1	Attchd	2000.0	Fin	2	550.183632	TA	TA	Y	276.388957	-16.872975	75.236025	0	0	0	0	5	2008	WD	Normal	186500
1434	1435	20	RLD	80.0	17400	Paved	Reg	Low	AllPub	I	MS	Mitchel	Norm	Norm	1Fam	1Story	5	5	1977	1977	Gable	SS	BrkFace	BrkFace	None	0.0	TA	TA	CB	TA	TA	No	ALQ	936	Unf	0	190	1126	GasA	Fa	Y	SBrkr	1126	0	0	1126	1	0	2	0	3	1	TA	5	TF	1	Attchd	1977.0	RFn	2	649.981641	TA	TA	P	294.534154	74.283692	48.610281	0	0	0	0	5	2006	WD	Normal	160000
1435	1436	20	RLD	80.0	8400	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	9	1962	2005	Gable	SS	Wd Sdng	Wd Sdng	BrkFace	237.0	Gd	Gd	CB	TA	TA	No	Unf	0	Unf	0	1319	1319	GasA	TA	Y	SBrkr	1537	0	0	1537	1	0	1	1	3	1	Gd	7	TF	1	Attchd	1962.0	RFn	2	484.214556	TA	TA	Y	-0.305427	-100.157505	48.396559	0	0	0	0	7	2008	COD	Abnorml	174000
1436	1437	20	RLD	60.0	9000	Paved	Reg	Lvl	AllPub	FR2P	GS	NAmes	Norm	Norm	1Fam	1Story	4	6	1971	1971	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	PC	TA	TA	No	ALQ	616	Unf	0	248	864	GasA	TA	Y	SBrkr	864	0	0	864	0	0	1	0	3	1	TA	5	TF	0	Detchd	1974.0	Unf	2	668.854845	TA	TA	Y	-37.363105	77.414749	47.228170	0	0	0	0	5	2007	WD	Normal	120500
1437	1438	20	RLD	96.0	12444	Paved	Reg	Lvl	AllPub	FR2P	GS	NridgHt	Norm	Norm	1Fam	1Story	8	5	2008	2008	Hip	SS	VinylSd	VinylSd	Stone	426.0	Ex	TA	PC	Ex	TA	Av	GLQ	1336	Unf	0	596	1932	GasA	Ex	Y	SBrkr	1932	0	0	1932	1	0	2	0	2	1	Ex	7	TF	1	Attchd	2008.0	Fin	3	148.973282	TA	TA	Y	-30.085953	-69.549365	50.058972	304	0	0	0	11	2008	New	Partial	394617
1438	1439	20	RMD	90.0	7407	Paved	Reg	Lvl	AllPub	I	GS	OldTown	Artery	Norm	1Fam	1Story	6	7	1957	1996	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	GLQ	600	Unf	0	312	912	GasA	TA	Y	FuseA	1236	0	0	1236	1	0	1	0	2	1	TA	6	TF	0	Attchd	1957.0	Unf	2	322.644738	TA	TA	Y	-44.225906	51.314727	11.085245	0	0	0	0	4	2010	WD	Normal	149700
1439	1440	60	RLD	80.0	11584	Paved	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	SLvl	7	6	1979	1979	Hip	SS	HdBoard	HdBoard	BrkFace	96.0	TA	TA	CB	TA	TA	No	GLQ	315	Rec	110	114	539	GasA	TA	Y	SBrkr	1040	685	0	1725	0	0	2	1	3	1	TA	6	TF	1	Attchd	1979.0	RFn	2	1028.172837	TA	TA	Y	6.463854	74.026288	-23.849649	0	0	0	0	11	2007	WD	Normal	197000
1440	1441	70	RLD	79.0	11526	Paved	IR1	Bnk	AllPub	I	MS	Crawfor	Norm	Norm	1Fam	2.5Fin	6	7	1922	1994	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	Ex	TA	No	Unf	0	Unf	0	588	588	GasA	Fa	Y	SBrkr	1423	748	384	2555	0	0	2	0	3	1	TA	11	MD1	1	Detchd	1993.0	Fin	2	444.840925	TA	TA	Y	65.408753	-84.682273	29.132151	0	0	0	0	9	2008	WD	Normal	191000
1441	1442	120	RMD	NaN	4426	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	TwnhsE	1Story	6	5	2004	2004	Gable	SS	VinylSd	VinylSd	BrkFace	147.0	Gd	TA	PC	Gd	TA	Av	GLQ	697	Unf	0	151	848	GasA	Ex	Y	SBrkr	848	0	0	848	1	0	1	0	1	1	Gd	3	TF	1	Attchd	2004.0	RFn	2	373.780983	TA	TA	Y	130.933212	106.487683	84.764665	0	0	0	0	5	2008	WD	Normal	149300
1442	1443	60	FVR	85.0	11003	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	2Story	10	5	2008	2008	Gable	SS	VinylSd	VinylSd	Stone	160.0	Ex	TA	PC	Ex	TA	Av	GLQ	765	Unf	0	252	1017	GasA	Ex	Y	SBrkr	1026	981	0	2007	1	0	2	1	3	1	Ex	10	TF	1	Attchd	2008.0	Fin	3	519.748559	TA	TA	Y	212.396890	-10.866926	75.879057	0	0	0	0	4	2009	WD	Normal	310000
1443	1444	30	RLD	NaN	8854	Paved	Reg	Lvl	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	1.5Unf	6	6	1916	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0	Unf	0	952	952	Grav	Fa	N	FuseF	952	0	0	952	0	0	1	0	2	1	Fa	4	TF	1	Detchd	1916.0	Unf	1	687.408810	Fa	Po	P	344.216463	37.025132	69.280683	0	40	0	0	5	2009	WD	Normal	121000
1444	1445	20	RLD	63.0	8500	Paved	Reg	Lvl	AllPub	FR2P	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2004	2004	Gable	SS	VinylSd	VinylSd	BrkFace	106.0	Gd	TA	PC	Gd	TA	Av	Unf	0	Unf	0	1422	1422	GasA	Ex	Y	SBrkr	1422	0	0	1422	0	0	2	0	3	1	Gd	7	TF	0	Attchd	2004.0	RFn	2	377.543532	TA	TA	Y	237.744934	63.176875	11.945888	0	0	0	0	11	2007	WD	Normal	179600
1445	1446	85	RLD	70.0	8400	Paved	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	SFoyer	6	5	1966	1966	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	Gd	LwQ	187	Rec	627	0	814	GasA	Gd	Y	SBrkr	913	0	0	913	1	0	1	0	3	1	TA	6	TF	0	Detchd	1990.0	Unf	1	690.160695	TA	TA	Y	50.378107	94.157890	122.915710	0	0	0	0	5	2007	WD	Normal	129000
1446	1447	20	RLD	NaN	26142	Paved	IR1	Lvl	AllPub	CulDSac	GS	Mitchel	Norm	Norm	1Fam	1Story	5	7	1962	1962	Gable	SS	HdBoard	HdBoard	BrkFace	189.0	TA	TA	CB	TA	TA	No	Rec	593	Unf	0	595	1188	GasA	TA	Y	SBrkr	1188	0	0	1188	0	0	1	0	3	1	TA	6	TF	0	Attchd	1962.0	Unf	1	525.362742	TA	TA	P	35.829185	-71.078014	59.254445	0	0	0	0	4	2010	WD	Normal	157900
1447	1448	60	RLD	80.0	10000	Paved	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	8	5	1995	1996	Gable	SS	VinylSd	VinylSd	BrkFace	438.0	Gd	TA	PC	Gd	TA	No	GLQ	1079	Unf	0	141	1220	GasA	Ex	Y	SBrkr	1220	870	0	2090	1	0	2	1	3	1	Gd	8	TF	1	Attchd	1995.0	RFn	2	571.082456	TA	TA	Y	235.531436	33.994124	109.494760	0	0	0	0	12	2007	WD	Normal	240000
1448	1449	50	RLD	70.0	11767	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	2Story	4	7	1910	2000	Gable	SS	MetalSd	HdBoard	None	0.0	TA	TA	CB	Fa	TA	No	Unf	0	Unf	0	560	560	GasA	Gd	N	SBrkr	796	550	0	1346	0	0	1	1	2	1	TA	6	MD2	0	Detchd	1950.0	Unf	1	768.830010	Fa	TA	Y	168.424147	12.749710	6.470105	0	0	0	0	5	2007	WD	Normal	112000
1449	1450	180	RMD	21.0	1533	Paved	Reg	Lvl	AllPub	I	GS	MeadowV	Norm	Norm	Twnhs	SFoyer	5	7	1970	1970	Gable	SS	CemntBd	CmentBd	None	0.0	TA	TA	CB	Gd	TA	Av	GLQ	553	Unf	0	77	630	GasA	Ex	Y	SBrkr	630	0	0	630	1	0	1	0	1	1	Ex	3	TF	0	NaN	NaN	NaN	0	349.820761	NaN	NaN	Y	168.315750	-13.551088	4.360198	0	0	0	0	8	2006	WD	Abnorml	92000
1450	1451	90	RLD	60.0	9000	Paved	Reg	Lvl	AllPub	FR2P	GS	NAmes	Norm	Norm	Duplex	2Story	5	5	1974	1974	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	Gd	TA	No	Unf	0	Unf	0	896	896	GasA	TA	Y	SBrkr	896	896	0	1792	0	0	2	2	4	2	TA	8	TF	0	NaN	NaN	NaN	0	334.367666	NaN	NaN	Y	23.163353	-35.044491	-49.357801	0	0	0	0	9	2009	WD	Normal	136000
1451	1452	20	RLD	78.0	9262	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	8	5	2008	2009	Gable	SS	CemntBd	CmentBd	Stone	194.0	Gd	TA	PC	Gd	TA	No	Unf	0	Unf	0	1573	1573	GasA	Ex	Y	SBrkr	1578	0	0	1578	0	0	2	0	3	1	Ex	7	TF	1	Attchd	2008.0	Fin	3	763.660221	TA	TA	Y	20.020463	-25.811734	-20.252731	0	0	0	0	5	2009	New	Partial	287090
1452	1453	180	RMD	35.0	3675	Paved	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	TwnhsE	SLvl	5	5	2005	2005	Gable	SS	VinylSd	VinylSd	BrkFace	80.0	TA	TA	PC	Gd	TA	Gd	GLQ	547	Unf	0	0	547	GasA	Gd	Y	SBrkr	1072	0	0	1072	1	0	1	0	2	1	TA	5	TF	0	Basment	2005.0	Fin	2	514.423635	TA	TA	Y	152.513499	6.812704	-4.014572	0	0	0	0	5	2006	WD	Normal	145000
1453	1454	20	RLD	90.0	17217	Paved	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	1Story	5	5	2006	2006	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0	Unf	0	1140	1140	GasA	Ex	Y	SBrkr	1140	0	0	1140	0	0	1	0	3	1	TA	6	TF	0	NaN	NaN	NaN	0	538.606473	NaN	NaN	Y	53.845287	-5.819864	99.422640	0	0	0	0	7	2006	WD	Abnorml	84500
1454	1455	20	FVR	62.0	7500	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	7	5	2004	2005	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	410	Unf	0	811	1221	GasA	Ex	Y	SBrkr	1221	0	0	1221	1	0	2	0	2	1	Gd	6	TF	0	Attchd	2004.0	RFn	2	689.060909	TA	TA	Y	-9.973961	-9.267967	126.676547	0	0	0	0	10	2009	WD	Normal	185000
1455	1456	60	RLD	62.0	7917	Paved	Reg	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	1999	2000	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0	Unf	0	953	953	GasA	Ex	Y	SBrkr	953	694	0	1647	0	0	2	1	3	1	TA	7	TF	1	Attchd	1999.0	RFn	2	644.100240	TA	TA	Y	-80.348891	113.043436	125.521880	0	0	0	0	8	2007	WD	Normal	175000
1456	1457	20	RLD	85.0	13175	Paved	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	1Story	6	6	1978	1988	Gable	SS	Plywood	Plywood	Stone	119.0	TA	TA	CB	Gd	TA	No	ALQ	790	Rec	163	589	1542	GasA	TA	Y	SBrkr	2073	0	0	2073	1	0	2	0	3	1	TA	7	MD1	2	Attchd	1978.0	Unf	2	180.864203	TA	TA	Y	36.180338	221.514480	148.266666	0	0	0	0	2	2010	WD	Normal	210000
1457	1458	70	RLD	66.0	9042	Paved	Reg	Lvl	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	2Story	7	9	1941	2006	Gable	SS	CemntBd	CmentBd	None	0.0	Ex	Gd	S	TA	Gd	No	GLQ	275	Unf	0	877	1152	GasA	Ex	Y	SBrkr	1188	1152	0	2340	0	0	2	0	4	1	Gd	9	TF	2	Attchd	1941.0	RFn	1	439.363996	TA	TA	Y	88.568242	110.888690	54.320896	0	0	0	2500	5	2010	WD	Normal	266500
1458	1459	20	RLD	68.0	9717	Paved	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1950	1996	Hip	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	Mn	GLQ	49	Rec	1029	0	1078	GasA	Gd	Y	FuseA	1078	0	0	1078	1	0	1	0	2	1	Gd	5	TF	0	Attchd	1950.0	Unf	1	603.143692	TA	TA	Y	144.036562	-33.654857	19.498763	0	0	0	0	4	2010	WD	Normal	142125

train2.Lot_Extent.value_counts()

60.0     143
70.0      70
80.0      69
50.0      57
75.0      52
65.0      44
85.0      40
78.0      25
21.0      23
90.0      23
68.0      19
64.0      19
24.0      19
73.0      18
55.0      17
63.0      17
79.0      17
72.0      17
100.0     16
66.0      15
74.0      15
51.0      15
52.0      14
59.0      13
82.0      12
71.0      12
67.0      12
43.0      12
40.0      12
57.0      12
76.0      11
69.0      11
92.0      10
34.0      10
53.0      10
86.0      10
88.0      10
84.0       9
35.0       9
62.0       9
44.0       9
77.0       9
93.0       8
98.0       8
96.0       8
61.0       8
95.0       7
58.0       7
120.0      7
107.0      7
94.0       6
81.0       6
36.0       6
30.0       6
48.0       6
91.0       6
41.0       6
54.0       6
89.0       6
110.0      6
105.0      6
32.0       5
47.0       5
87.0       5
56.0       5
37.0       5
83.0       5
102.0      4
42.0       4
49.0       4
104.0      3
103.0      3
99.0       3
45.0       3
108.0      3
130.0      3
124.0      2
114.0      2
109.0      2
313.0      2
134.0      2
115.0      2
121.0      2
116.0      2
118.0      2
129.0      2
101.0      2
174.0      2
97.0       2
122.0      2
112.0      1
168.0      1
182.0      1
111.0      1
138.0      1
160.0      1
149.0      1
153.0      1
152.0      1
33.0       1
128.0      1
144.0      1
39.0       1
150.0      1
106.0      1
137.0      1
141.0      1
38.0       1
140.0      1
46.0       1
Name: Lot_Extent, dtype: int64

train2.Lot_Extent=train2.Lot_Extent.fillna(80)

train2["Lot_Extent"].isnull().sum()

0

plt.figure(figsize=(16,9))
sns.heatmap(train2.isnull())
plt.savefig("TR_IM/heatmap_train2_of_nulll_values")

train2.isnull().sum()

Id                             0
Building_Class                 0
Zoning_Class                   0
Lot_Extent                   259
Lot_Size                       0
Road_Type                      0
Property_Shape                 0
Land_Outline                   0
Utility_Type                   0
Lot_Configuration              0
Property_Slope                 0
Neighborhood                   0
Condition1                     0
Condition2                     0
House_Type                     0
House_Design                   0
Overall_Material               0
House_Condition                0
Construction_Year              0
Remodel_Year                   0
Roof_Design                    0
Roof_Quality                   0
Exterior1st                    0
Exterior2nd                    0
Brick_Veneer_Type              8
Brick_Veneer_Area              8
Exterior_Material              0
Exterior_Condition             0
Foundation_Type                0
Basement_Height                0
Basement_Condition            37
Exposure_Level                38
BsmtFinType1                  37
BsmtFinSF1                     0
BsmtFinType2                  38
BsmtFinSF2                     0
BsmtUnfSF                      0
Total_Basement_Area            0
Heating_Type                   0
Heating_Quality                0
Air_Conditioning               0
Electrical_System              1
First_Floor_Area               0
Second_Floor_Area              0
LowQualFinSF                   0
Grade_Living_Area              0
Underground_Full_Bathroom      0
Underground_Half_Bathroom      0
Full_Bathroom_Above_Grade      0
Half_Bathroom_Above_Grade      0
Bedroom_Above_Grade            0
Kitchen_Above_Grade            0
Kitchen_Quality                0
Rooms_Above_Grade              0
Functional_Rate                0
Fireplaces                     0
Garage                        81
Garage_Built_Year             81
Garage_Finish_Year            81
Garage_Size                    0
Garage_Area                    0
Garage_Quality                81
Garage_Condition              81
Pavedd_Drive                   0
W_Deck_Area                    0
Open_Lobby_Area                0
Enclosed_Lobby_Area            0
Three_Season_Lobby_Area        0
Screen_Lobby_Area              0
Pool_Area                      0
Miscellaneous_Value            0
Month_Sold                     0
Year_Sold                      0
Sale_Type                      0
Sale_Condition                 0
Sale_Price                     0
dtype: int64

train2.Basement_Height.value_counts()
train2.Basement_Height=train2.Basement_Height.fillna("TA") 

train2.Basement_Condition.value_counts()
train2.Basement_Condition=train2.Basement_Condition.fillna("Gd")

train2.Exposure_Level.value_counts()
train2.Exposure_Level=train2.Exposure_Level.fillna("Mn")

train2.BsmtFinType1.value_counts()
train2.BsmtFinType1=train2.BsmtFinType1.fillna("BLQ")

train2.BsmtFinType2.value_counts()
train2.BsmtFinType2 =train2.BsmtFinType2 .fillna("LwQ")

train2.Garage.value_counts()
train2.Garage=train2.Garage.fillna("BuiltIn")

train2.Garage_Built_Year.value_counts()
train2.Garage_Built_Year=train2.Garage_Built_Year.fillna(2005)

train2.Garage_Finish_Year.value_counts()
train2.Garage_Finish_Year =train2.Garage_Finish_Year .fillna("Fin")

train2.Garage_Quality.value_counts()
train2.Garage_Quality=train2.Garage_Quality.fillna("TA")

train2.Garage_Condition.value_counts()
train2.Garage_Condition=train2.Garage_Condition.fillna("TA")

train2.Brick_Veneer_Type.value_counts()
train2.Brick_Veneer_Type=train1.Brick_Veneer_Type.fillna("Stone")

train2.Brick_Veneer_Area.value_counts()
train2.Brick_Veneer_Area=train2.Brick_Veneer_Area.fillna(119)

train2.Electrical_System.value_counts()
train2.Electrical_System=train2.Electrical_System.fillna("FuseP")

train2.isnull().sum()

Id                           0
Building_Class               0
Zoning_Class                 0
Lot_Extent                   0
Lot_Size                     0
Road_Type                    0
Property_Shape               0
Land_Outline                 0
Utility_Type                 0
Lot_Configuration            0
Property_Slope               0
Neighborhood                 0
Condition1                   0
Condition2                   0
House_Type                   0
House_Design                 0
Overall_Material             0
House_Condition              0
Construction_Year            0
Remodel_Year                 0
Roof_Design                  0
Roof_Quality                 0
Exterior1st                  0
Exterior2nd                  0
Brick_Veneer_Type            0
Brick_Veneer_Area            0
Exterior_Material            0
Exterior_Condition           0
Foundation_Type              0
Basement_Height              0
Basement_Condition           0
Exposure_Level               0
BsmtFinType1                 0
BsmtFinSF1                   0
BsmtFinType2                 0
BsmtFinSF2                   0
BsmtUnfSF                    0
Total_Basement_Area          0
Heating_Type                 0
Heating_Quality              0
Air_Conditioning             0
Electrical_System            0
First_Floor_Area             0
Second_Floor_Area            0
LowQualFinSF                 0
Grade_Living_Area            0
Underground_Full_Bathroom    0
Underground_Half_Bathroom    0
Full_Bathroom_Above_Grade    0
Half_Bathroom_Above_Grade    0
Bedroom_Above_Grade          0
Kitchen_Above_Grade          0
Kitchen_Quality              0
Rooms_Above_Grade            0
Functional_Rate              0
Fireplaces                   0
Garage                       0
Garage_Built_Year            0
Garage_Finish_Year           0
Garage_Size                  0
Garage_Area                  0
Garage_Quality               0
Garage_Condition             0
Pavedd_Drive                 0
W_Deck_Area                  0
Open_Lobby_Area              0
Enclosed_Lobby_Area          0
Three_Season_Lobby_Area      0
Screen_Lobby_Area            0
Pool_Area                    0
Miscellaneous_Value          0
Month_Sold                   0
Year_Sold                    0
Sale_Type                    0
Sale_Condition               0
Sale_Price                   0
dtype: int64

train2.isnull().sum().sum()

0

plt.figure(figsize=(16,9))
sns.heatmap(train2.isnull())
plt.savefig("TR_IM/heatmap_train2_of_nulll_values")

Change Categorical To Numerical (By Replace Method/LabelEncoder)

train2.dtypes

Id                             int64
Building_Class                 int64
Zoning_Class                  object
Lot_Extent                   float64
Lot_Size                       int64
Road_Type                     object
Property_Shape                object
Land_Outline                  object
Utility_Type                  object
Lot_Configuration             object
Property_Slope                object
Neighborhood                  object
Condition1                    object
Condition2                    object
House_Type                    object
House_Design                  object
Overall_Material               int64
House_Condition                int64
Construction_Year              int64
Remodel_Year                   int64
Roof_Design                   object
Roof_Quality                  object
Exterior1st                   object
Exterior2nd                   object
Brick_Veneer_Type             object
Brick_Veneer_Area            float64
Exterior_Material             object
Exterior_Condition            object
Foundation_Type               object
Basement_Height               object
Basement_Condition            object
Exposure_Level                object
BsmtFinType1                  object
BsmtFinSF1                     int64
BsmtFinType2                  object
BsmtFinSF2                     int64
BsmtUnfSF                      int64
Total_Basement_Area            int64
Heating_Type                  object
Heating_Quality               object
Air_Conditioning              object
Electrical_System             object
First_Floor_Area               int64
Second_Floor_Area              int64
LowQualFinSF                   int64
Grade_Living_Area              int64
Underground_Full_Bathroom      int64
Underground_Half_Bathroom      int64
Full_Bathroom_Above_Grade      int64
Half_Bathroom_Above_Grade      int64
Bedroom_Above_Grade            int64
Kitchen_Above_Grade            int64
Kitchen_Quality               object
Rooms_Above_Grade              int64
Functional_Rate               object
Fireplaces                     int64
Garage                        object
Garage_Built_Year            float64
Garage_Finish_Year            object
Garage_Size                    int64
Garage_Area                  float64
Garage_Quality                object
Garage_Condition              object
Pavedd_Drive                  object
W_Deck_Area                  float64
Open_Lobby_Area              float64
Enclosed_Lobby_Area          float64
Three_Season_Lobby_Area        int64
Screen_Lobby_Area              int64
Pool_Area                      int64
Miscellaneous_Value            int64
Month_Sold                     int64
Year_Sold                      int64
Sale_Type                     object
Sale_Condition                object
Sale_Price                     int64
dtype: object

train2.Zoning_Class.value_counts()
train2.Zoning_Class.replace({"RLD":0,"RMD":1,"FVR":2,"RHD":3,"Commer":4},inplace=True)

train2.Road_Type.value_counts()
train2.Road_Type.replace({"Paved":0,"Gravel":1},inplace=True)

train2.Property_Shape.value_counts()
train2.Property_Shape.replace({"Reg":0,"IR1":1,"IR2":2,"IR3":4},inplace=True)

train2.Land_Outline.value_counts()
train2.Land_Outline.replace({"Lvl":0,"Bnk":1,"HLS":2,"Low":3},inplace=True)

train2.Utility_Type.value_counts()
train2.Utility_Type.replace({"AllPub":0,"NoSeWa":1},inplace=True)

train2.Lot_Configuration.value_counts()
train2.Lot_Configuration.replace({"I":0,"C":1,"CulDSac":2,"FR2P":3,"FR3P":4},inplace=True)

train2.Property_Slope.value_counts()
train2.Property_Slope.replace({"GS":0,"MS":1,"SS":2},inplace=True)

from sklearn.preprocessing import LabelEncoder
le=LabelEncoder()
le

LabelEncoder()

train2.Neighborhood=le.fit_transform(train2.Neighborhood) 
train2.Condition1=le.fit_transform(train2.Condition1)
train2.Condition2=le.fit_transform(train2.Condition2)
train2.House_Design=le.fit_transform(train2.House_Design)
train2.Foundation_Type=le.fit_transform(train2.Foundation_Type) 

train2.House_Type.value_counts()
train2.House_Type.replace({"1Fam":0,"TwnhsE":1,"Duplex":2,"Twnhs":3,"2fmCon":4},inplace=True)

train2.Roof_Design.value_counts()
train2.Roof_Design.replace({"Gable":0,"Hip":1,"Flat":2,"Gambrel":3,"Mansard":4,"Shed":5},inplace=True)

train2.Roof_Quality=le.fit_transform(train2.Roof_Quality) 
train2.Exterior1st=le.fit_transform(train2.Exterior1st)
train2.Exterior2nd=le.fit_transform(train2.Exterior2nd) 

train2.Brick_Veneer_Type.value_counts()
train2.Brick_Veneer_Type.replace({"None":0,"BrkFace":1,"Stone":2,"BrkCmn":3},inplace=True)

train2.Exterior_Material .value_counts()
train2.Exterior_Material.replace({"TA":0,"Gd":1,"Ex":2,"Fa":3},inplace=True)

train2.Exterior_Condition.value_counts()
train2.Exterior_Condition.replace({"TA":0,"Gd":1,"Fa":2,"Ex":3,"Po":4},inplace=True)

train2.Basement_Height.value_counts()
train2.Basement_Height.replace({"TA":0,"Gd":1,"Ex":2,"Fa":3},inplace=True)

train2.Basement_Condition.value_counts()
train2.Basement_Condition.replace({"TA":0,"Gd":1,"Fa":2,"Po":3},inplace=True)

train2.Exposure_Level.value_counts()
train2.Exposure_Level.replace({"No":0,"Av":1,"Gd":2,"Mn":3},inplace=True)

train2.BsmtFinType1.value_counts()
train2.BsmtFinType1.replace({"Unf":0,"GLQ":1,"ALQ":2,"BLQ":3,"Rec":4,"LwQ":5},inplace=True)

train2.BsmtFinType2.value_counts()
train2.BsmtFinType2.replace({"Unf":0,"Rec":1,"LwQ":2,"BLQ":3,"ALQ":4,"GLQ":5},inplace=True)

train2.Heating_Type.value_counts()
train2.Heating_Type.replace({"GasA":0,"GasW":1,"Grav":2,"Wall":3,"OthW":4,"Floor":5},inplace=True)

train2.Heating_Quality.value_counts()
train2.Heating_Quality.replace({"Ex":0,"TA":1,"Gd":2,"Fa":3,"Po":4},inplace=True)

train2.Air_Conditioning.value_counts()
train2.Air_Conditioning.replace({"Y":0,"N":1},inplace=True)

train2.Electrical_System.value_counts()
train2.Electrical_System.replace({"SBrkr":0,"FuseA":1,"FuseF":2,"FuseP":3,"Mix":4},inplace=True)

train2.Kitchen_Quality.value_counts()
train2.Kitchen_Quality.replace({"TA":0,"Gd":1,"Ex":2,"Fa":3},inplace=True)

train2.Functional_Rate=le.fit_transform(train2.Functional_Rate) 
train2.Garage=le.fit_transform(train2.Garage) 

train2.Garage_Quality.value_counts()
train2.Garage_Quality.replace({"TA":0,"Fa":1,"Gd":2,"Ex":3,"Po":4},inplace=True)

train2.Garage_Condition.value_counts()
train2.Garage_Condition.replace({"TA":0,"Fa":1,"Gd":2,"Po":3,"Ex":4},inplace=True)

train2.Pavedd_Drive.value_counts()
train2.Pavedd_Drive.replace({"Y":0,"N":1,"P":2},inplace=True)

train2.Sale_Type=le.fit_transform(train2.Sale_Type)
train2.Sale_Condition=le.fit_transform(train2.Sale_Condition) 

train2.Garage_Finish_Year.value_counts()
train2.Garage_Finish_Year.replace({"Unf":0,"Fin":1,"RFn":2},inplace=True)

train2.dtypes

Id                             int64
Building_Class                 int64
Zoning_Class                   int64
Lot_Extent                   float64
Lot_Size                       int64
Road_Type                      int64
Property_Shape                 int64
Land_Outline                   int64
Utility_Type                   int64
Lot_Configuration              int64
Property_Slope                 int64
Neighborhood                   int64
Condition1                     int64
Condition2                     int64
House_Type                     int64
House_Design                   int64
Overall_Material               int64
House_Condition                int64
Construction_Year              int64
Remodel_Year                   int64
Roof_Design                    int64
Roof_Quality                   int32
Exterior1st                    int32
Exterior2nd                    int32
Brick_Veneer_Type              int64
Brick_Veneer_Area            float64
Exterior_Material              int64
Exterior_Condition             int64
Foundation_Type                int32
Basement_Height                int64
Basement_Condition             int64
Exposure_Level                 int64
BsmtFinType1                   int64
BsmtFinSF1                     int64
BsmtFinType2                   int64
BsmtFinSF2                     int64
BsmtUnfSF                      int64
Total_Basement_Area            int64
Heating_Type                   int64
Heating_Quality                int64
Air_Conditioning               int64
Electrical_System              int64
First_Floor_Area               int64
Second_Floor_Area              int64
LowQualFinSF                   int64
Grade_Living_Area              int64
Underground_Full_Bathroom      int64
Underground_Half_Bathroom      int64
Full_Bathroom_Above_Grade      int64
Half_Bathroom_Above_Grade      int64
Bedroom_Above_Grade            int64
Kitchen_Above_Grade            int64
Kitchen_Quality                int64
Rooms_Above_Grade              int64
Functional_Rate                int32
Fireplaces                     int64
Garage                         int32
Garage_Built_Year            float64
Garage_Finish_Year             int64
Garage_Size                    int64
Garage_Area                  float64
Garage_Quality                 int64
Garage_Condition               int64
Pavedd_Drive                   int64
W_Deck_Area                  float64
Open_Lobby_Area              float64
Enclosed_Lobby_Area          float64
Three_Season_Lobby_Area        int64
Screen_Lobby_Area              int64
Pool_Area                      int64
Miscellaneous_Value            int64
Month_Sold                     int64
Year_Sold                      int64
Sale_Type                      int32
Sale_Condition                 int32
Sale_Price                     int64
dtype: object

train2.duplicated()

0       False
1       False
2       False
3       False
4       False
5       False
6       False
7       False
8       False
9       False
10      False
11      False
12      False
13      False
14      False
15      False
16      False
17      False
18      False
19      False
20      False
21      False
22      False
23      False
24      False
25      False
26      False
27      False
28      False
29      False
30      False
31      False
32      False
33      False
34      False
35      False
36      False
37      False
38      False
39      False
40      False
41      False
42      False
43      False
44      False
45      False
46      False
47      False
48      False
49      False
50      False
51      False
52      False
53      False
54      False
55      False
56      False
57      False
58      False
59      False
60      False
61      False
62      False
63      False
64      False
65      False
66      False
67      False
68      False
69      False
70      False
71      False
72      False
73      False
74      False
75      False
76      False
77      False
78      False
79      False
80      False
81      False
82      False
83      False
84      False
85      False
86      False
87      False
88      False
89      False
90      False
91      False
92      False
93      False
94      False
95      False
96      False
97      False
98      False
99      False
100     False
101     False
102     False
103     False
104     False
105     False
106     False
107     False
108     False
109     False
110     False
111     False
112     False
113     False
114     False
115     False
116     False
117     False
118     False
119     False
120     False
121     False
122     False
123     False
124     False
125     False
126     False
127     False
128     False
129     False
130     False
131     False
132     False
133     False
134     False
135     False
136     False
137     False
138     False
139     False
140     False
141     False
142     False
143     False
144     False
145     False
146     False
147     False
148     False
149     False
150     False
151     False
152     False
153     False
154     False
155     False
156     False
157     False
158     False
159     False
160     False
161     False
162     False
163     False
164     False
165     False
166     False
167     False
168     False
169     False
170     False
171     False
172     False
173     False
174     False
175     False
176     False
177     False
178     False
179     False
180     False
181     False
182     False
183     False
184     False
185     False
186     False
187     False
188     False
189     False
190     False
191     False
192     False
193     False
194     False
195     False
196     False
197     False
198     False
199     False
200     False
201     False
202     False
203     False
204     False
205     False
206     False
207     False
208     False
209     False
210     False
211     False
212     False
213     False
214     False
215     False
216     False
217     False
218     False
219     False
220     False
221     False
222     False
223     False
224     False
225     False
226     False
227     False
228     False
229     False
230     False
231     False
232     False
233     False
234     False
235     False
236     False
237     False
238     False
239     False
240     False
241     False
242     False
243     False
244     False
245     False
246     False
247     False
248     False
249     False
250     False
251     False
252     False
253     False
254     False
255     False
256     False
257     False
258     False
259     False
260     False
261     False
262     False
263     False
264     False
265     False
266     False
267     False
268     False
269     False
270     False
271     False
272     False
273     False
274     False
275     False
276     False
277     False
278     False
279     False
280     False
281     False
282     False
283     False
284     False
285     False
286     False
287     False
288     False
289     False
290     False
291     False
292     False
293     False
294     False
295     False
296     False
297     False
298     False
299     False
300     False
301     False
302     False
303     False
304     False
305     False
306     False
307     False
308     False
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dtype: bool

train3=train2.copy()
train3.shape

(1459, 76)

train3.corr()

	Id	Building_Class	Zoning_Class	Lot_Extent	Lot_Size	Road_Type	Property_Shape	Land_Outline	Utility_Type	Lot_Configuration	Property_Slope	Neighborhood	Condition1	Condition2	House_Type	House_Design	Overall_Material	House_Condition	Construction_Year	Remodel_Year	Roof_Design	Roof_Quality	Exterior1st	Exterior2nd	Brick_Veneer_Type	Brick_Veneer_Area	Exterior_Material	Exterior_Condition	Foundation_Type	Basement_Height	Basement_Condition	Exposure_Level	BsmtFinType1	BsmtFinSF1	BsmtFinType2	BsmtFinSF2	BsmtUnfSF	Total_Basement_Area	Heating_Type	Heating_Quality	Air_Conditioning	Electrical_System	First_Floor_Area	Second_Floor_Area	LowQualFinSF	Grade_Living_Area	Underground_Full_Bathroom	Underground_Half_Bathroom	Full_Bathroom_Above_Grade	Half_Bathroom_Above_Grade	Bedroom_Above_Grade	Kitchen_Above_Grade	Kitchen_Quality	Rooms_Above_Grade	Functional_Rate	Fireplaces	Garage	Garage_Built_Year	Garage_Finish_Year	Garage_Size	Garage_Area	Garage_Quality	Garage_Condition	Pavedd_Drive	W_Deck_Area	Open_Lobby_Area	Enclosed_Lobby_Area	Three_Season_Lobby_Area	Screen_Lobby_Area	Pool_Area	Miscellaneous_Value	Month_Sold	Year_Sold	Sale_Type	Sale_Condition	Sale_Price
Id	1.000000	0.012207	-0.021206	-0.006627	-0.033191	-0.008849	-0.016234	0.008704	0.013369	-0.013536	0.006121	-0.012715	-0.003776	0.001878	0.001475	0.018777	-0.027456	0.012169	-0.012479	-0.020884	0.014263	-0.025656	-0.033398	-0.041456	-0.015842	-0.049436	0.001561	-0.040343	0.009374	-0.042772	-0.014119	0.022904	-0.017395	-0.006037	-0.043897	-0.007773	-0.006791	-0.015969	0.062117	-0.013081	-0.009518	-0.047551	0.010220	0.006541	-0.044133	0.008869	0.000976	-0.019890	0.006814	0.005336	0.037563	0.003205	0.005078	0.027646	0.000983	-0.018668	-0.002363	-0.002528	0.009530	0.017813	-0.039286	-0.014371	0.001189	0.009264	0.012809	0.047452	-0.025416	-0.046545	0.001653	0.057184	-0.006145	0.021336	0.000548	0.019422	-0.006059	-0.021441
Building_Class	0.012207	1.000000	0.280131	-0.354468	-0.139852	0.024937	-0.113391	-0.025280	-0.022865	-0.037909	-0.025814	-0.006511	-0.024790	-0.042425	0.781239	0.396980	0.032168	-0.059106	0.027734	0.040029	-0.088907	-0.025797	-0.089900	-0.138069	-0.010224	0.022456	0.033054	0.010436	0.055586	0.068433	0.014397	0.039841	-0.096754	-0.069364	-0.018296	-0.064813	-0.141426	-0.238327	0.031253	0.009605	0.101646	-0.024213	-0.251685	0.307557	0.046414	0.074583	0.004156	-0.002477	0.131076	0.178227	-0.023346	0.281672	0.002972	0.040201	0.021190	-0.046165	0.112093	0.098340	-0.019306	-0.040749	-0.023996	0.030092	0.004500	0.025812	-0.000923	-0.024260	0.030441	-0.043906	-0.026199	0.008244	-0.007738	-0.013660	-0.021330	0.012656	-0.024822	-0.084563
Zoning_Class	-0.021206	0.280131	1.000000	-0.252435	-0.164122	0.115491	-0.181184	0.008481	-0.011710	-0.083132	-0.019283	0.152295	-0.062282	0.001639	0.220006	0.015007	-0.093919	-0.017255	-0.166435	-0.041510	-0.051677	-0.020750	-0.029658	-0.056052	-0.110068	-0.068616	0.065085	0.056691	-0.065549	-0.027198	0.068335	-0.080968	-0.082844	-0.167499	-0.081752	-0.086103	0.001110	-0.204630	0.030033	0.026905	0.214522	0.104618	-0.252745	0.100278	0.101725	-0.093247	-0.129063	-0.060575	-0.058730	-0.028054	-0.106513	0.086940	-0.001191	-0.105950	0.029530	-0.212367	0.260401	-0.020017	-0.117828	-0.123131	-0.014533	0.056698	0.047779	0.166174	-0.001733	-0.012063	0.021052	-0.046685	-0.063862	-0.030725	-0.017773	0.030932	-0.002790	-0.073032	-0.102372	-0.183794
Lot_Extent	-0.006627	-0.354468	-0.252435	1.000000	0.323080	0.036478	0.257134	0.096413	0.009594	0.087309	0.085267	0.079964	-0.000332	0.008908	-0.310123	0.043963	0.224794	-0.047707	0.124248	0.075906	0.135872	-0.044523	0.063980	0.090245	0.129403	0.178803	0.153120	-0.049449	0.094101	0.097493	-0.070946	0.116000	-0.006544	0.225976	0.004927	0.050718	0.102171	0.356411	-0.018864	-0.077188	-0.079826	-0.070163	0.412186	0.072292	0.030470	0.366124	0.100571	-0.001064	0.176656	0.057073	0.234900	-0.014096	0.143489	0.311560	0.018307	0.255793	-0.256368	0.035168	0.184313	0.267349	-0.020237	-0.046714	-0.033716	-0.073221	0.039990	0.042114	-0.014009	0.064987	0.037377	0.178417	0.014455	0.007270	0.010268	-0.025095	0.053831	0.330778
Lot_Size	-0.033191	-0.139852	-0.164122	0.323080	1.000000	0.197129	0.331755	0.339008	0.010122	0.131091	0.436867	0.044546	0.023845	0.022163	-0.091625	-0.033215	0.105797	-0.005621	0.014220	0.013754	0.106149	0.050595	0.004212	-0.003980	0.072430	0.104028	0.038409	-0.020239	-0.012820	0.045036	-0.022694	0.153118	0.037879	0.214190	0.052313	0.111317	-0.002658	0.260870	0.022618	-0.015599	-0.049767	-0.046997	0.299491	0.050965	0.004774	0.263119	0.158265	0.048037	0.126035	0.014316	0.119698	-0.017793	0.031879	0.190009	-0.038104	0.271411	-0.138610	-0.042228	0.048386	0.154886	0.006646	-0.007426	-0.024508	-0.002975	0.030025	0.032699	0.003951	0.020418	0.043151	0.077670	0.038064	0.001200	-0.014256	0.012305	0.034178	0.263843
Road_Type	-0.008849	0.024937	0.115491	0.036478	0.197129	1.000000	0.008809	0.103933	-0.001683	-0.006929	0.179353	0.011526	0.071656	-0.002040	0.076438	-0.023730	-0.058871	-0.042834	-0.021146	-0.065528	0.007786	-0.004561	-0.002556	-0.006223	-0.017212	-0.017383	0.111955	0.002887	-0.034722	-0.028857	-0.020156	0.043267	0.017833	0.015684	0.072230	0.038583	-0.035283	-0.005048	-0.008200	0.020512	0.069859	0.008678	-0.005939	-0.047028	-0.007729	-0.044147	0.050594	-0.015496	-0.046533	-0.027588	-0.028858	-0.013593	-0.010464	-0.046844	0.016744	0.005308	0.000613	-0.016410	0.009716	0.019987	-0.034641	-0.012423	-0.010859	0.011236	0.013803	-0.018822	0.002879	-0.007479	0.033149	-0.004416	0.022729	-0.003695	0.025050	-0.014326	-0.006055	-0.041057
Property_Shape	-0.016234	-0.113391	-0.181184	0.257134	0.331755	0.008809	1.000000	0.207615	0.024796	0.263321	0.141459	0.017076	0.135336	0.030063	-0.153697	0.098345	0.192953	-0.039383	0.222278	0.170977	0.007444	-0.012070	0.037142	0.045583	0.054288	0.082090	0.167023	-0.044698	0.136364	0.170445	-0.031401	0.098639	-0.037301	0.165478	0.021963	0.060158	0.011494	0.205688	-0.038701	-0.094158	-0.092041	-0.080436	0.190842	0.088371	-0.008908	0.212986	0.065229	0.056304	0.180056	0.113142	0.059861	-0.091909	0.092619	0.135898	0.033234	0.200238	-0.154844	0.165885	0.144521	0.188412	0.013972	-0.046121	-0.063607	-0.095145	0.061781	0.016693	-0.029670	0.030530	0.061273	0.056884	0.025992	0.024545	-0.038672	0.011669	0.048544	0.257229
Land_Outline	0.008704	-0.025280	0.008481	0.096413	0.339008	0.103933	0.207615	1.000000	-0.008021	0.010328	0.605901	-0.047387	-0.021527	0.029540	-0.007297	-0.051202	-0.001732	-0.006946	-0.047773	-0.025698	0.088669	0.042830	-0.014127	0.001318	-0.020084	-0.034987	0.058033	0.010693	-0.007296	0.035203	0.026701	0.165883	0.058564	0.106562	0.002040	0.020173	-0.058317	0.059457	-0.020623	0.062232	0.029106	0.035263	0.074787	-0.011928	0.016131	0.046608	0.086800	0.030283	-0.033323	-0.019437	-0.042640	0.017282	0.060775	0.001097	-0.029498	0.090763	-0.006343	-0.024445	-0.031345	0.033231	0.018062	-0.023060	-0.021172	0.083982	0.056823	-0.006090	0.037969	0.047621	0.017871	-0.007543	-0.014486	0.053379	-0.025558	0.021163	-0.000797	0.072960
Utility_Type	0.013369	-0.022865	-0.011710	0.009594	0.010122	-0.001683	0.024796	-0.008021	1.000000	0.053615	-0.005913	0.046806	-0.000951	-0.000832	-0.009952	0.054279	-0.001895	0.010001	-0.011509	-0.034108	-0.011762	-0.001859	-0.029720	-0.032139	0.017736	0.063410	-0.018568	-0.008983	-0.014151	-0.023710	-0.008214	-0.016658	-0.010230	-0.019090	0.019766	0.049979	-0.012660	-0.014226	-0.003342	0.038851	-0.006912	0.057851	0.012292	-0.020836	-0.003150	-0.008555	-0.021456	0.103378	-0.026890	-0.019928	0.004291	-0.005540	0.013666	0.007764	0.006824	0.015709	-0.004743	-0.023268	0.035530	0.008146	0.040794	-0.005063	-0.004426	-0.007373	-0.002953	0.030122	-0.017320	-0.003048	0.102363	-0.001800	-0.002297	-0.051554	0.023355	-0.126768	-0.089698	-0.014323
Lot_Configuration	-0.013536	-0.037909	-0.083132	0.087309	0.131091	-0.006929	0.263321	0.010328	0.053615	1.000000	0.009876	0.042598	0.045746	-0.037637	-0.062883	0.068284	0.064197	0.012241	0.083059	0.075505	0.055183	-0.016092	-0.023375	-0.020877	0.028213	0.041974	0.032171	-0.007417	0.061108	0.081108	0.011243	0.058482	-0.035804	0.066205	0.008074	0.011356	-0.028534	0.044258	-0.016653	-0.059135	-0.055996	-0.069130	0.050041	0.031262	-0.024058	0.060557	0.028417	0.044527	0.059869	0.041380	0.036135	-0.025490	-0.004007	0.026695	0.017107	0.042675	-0.063124	0.054699	0.015235	0.096413	-0.019973	-0.011396	0.010202	-0.076466	0.020470	0.012528	-0.042149	0.058874	-0.016218	0.029656	0.031745	-0.024867	0.011410	0.000737	-0.014006	0.092175
Property_Slope	0.006121	-0.025814	-0.019283	0.085267	0.436867	0.179353	0.141459	0.605901	-0.005913	0.009876	1.000000	-0.080562	-0.016768	-0.026327	-0.012784	-0.031881	-0.066588	0.010414	-0.073674	-0.059273	0.110847	0.019415	-0.045857	-0.033086	-0.026476	-0.022009	0.002104	0.003408	-0.030261	0.002756	0.009465	0.163401	0.084214	0.113995	0.065965	0.085820	-0.116648	0.032571	0.003605	0.057629	0.010808	-0.001414	0.068363	-0.009381	0.013870	0.043788	0.116387	0.070264	-0.047112	0.000971	-0.048172	-0.036501	0.026089	-0.033819	-0.110996	0.123888	-0.001158	-0.067656	-0.037646	-0.002843	0.007299	-0.014791	-0.008314	0.017967	-0.002534	0.006624	0.028861	0.008676	0.052936	-0.015516	-0.003532	0.007053	-0.002283	0.054910	-0.043064	0.051091
Neighborhood	-0.012715	-0.006511	0.152295	0.079964	0.044546	0.011526	0.017076	-0.047387	0.046806	0.042598	-0.080562	1.000000	-0.025429	0.022419	0.010589	0.048287	0.196211	-0.033391	0.101193	0.102154	0.036540	0.035663	-0.074449	-0.090026	0.105484	0.119341	0.134244	-0.044530	0.060033	0.130133	-0.042549	-0.020481	-0.030429	0.113346	0.011169	0.041960	0.014743	0.148083	-0.030358	-0.037431	-0.049543	-0.073714	0.164908	0.028448	0.033109	0.148021	0.063941	-0.028372	0.137380	0.058456	0.043143	0.063983	0.080982	0.106421	0.011559	0.056925	-0.074387	0.084494	0.076911	0.193569	-0.004246	0.016001	-0.007852	-0.051273	0.010359	-0.041814	-0.047463	-0.024273	0.013539	-0.010482	0.000843	0.023156	0.036790	-0.036779	0.021998	0.210667
Condition1	-0.003776	-0.024790	-0.062282	-0.000332	0.023845	0.071656	0.135336	-0.021527	-0.000951	0.045746	-0.016768	-0.025429	1.000000	-0.074269	-0.039805	0.096711	0.100107	-0.032235	0.158303	0.136641	0.007999	0.022785	0.013123	0.003621	0.032415	0.022275	0.077430	-0.078576	0.070005	0.102159	-0.025978	-0.001391	-0.043180	0.031010	0.032644	0.028760	0.014652	0.057556	-0.038139	-0.099588	-0.012779	-0.074967	0.048179	0.017405	-0.051645	0.045124	0.026553	-0.058336	0.095994	0.060302	0.013687	-0.075730	0.041636	0.052518	-0.006393	0.005856	-0.063900	0.118236	0.073982	0.104252	-0.000400	-0.057503	-0.039353	-0.088015	-0.007133	0.011361	0.016975	0.070608	0.011036	0.008741	-0.011456	-0.009871	-0.009816	-0.002330	0.057753	0.091150
Condition2	0.001878	-0.042425	0.001639	0.008908	0.022163	-0.002040	0.030063	0.029540	-0.000832	-0.037637	-0.026327	0.022419	-0.074269	1.000000	-0.018295	-0.026955	0.014925	0.014503	0.028799	0.007493	0.067222	-0.002254	-0.005402	-0.015786	0.014001	0.037647	0.007756	0.019902	-0.006674	-0.035988	-0.034420	-0.027991	0.008811	0.013250	0.012239	0.054191	0.016847	0.050651	-0.004051	0.050182	0.023793	-0.015467	0.039994	-0.000290	-0.040224	0.025462	-0.000507	-0.007657	0.020249	0.023218	-0.014259	0.029310	0.045554	0.020808	0.008273	-0.013800	0.045705	-0.010461	0.011180	0.024043	0.027871	0.001556	-0.029232	-0.008939	0.032850	-0.062403	-0.015373	-0.003695	-0.008583	-0.002182	0.126812	0.004046	-0.021492	0.004855	0.045079	0.007504
House_Type	0.001475	0.781239	0.220006	-0.310123	-0.091625	0.076438	-0.153697	-0.007297	-0.009952	-0.062883	-0.012784	0.010589	-0.039805	-0.018295	1.000000	0.088908	-0.115027	-0.087623	-0.024100	-0.055087	-0.049197	-0.026971	-0.103338	-0.140081	0.024028	-0.005719	-0.013642	0.034915	0.024796	-0.011623	0.048633	0.061745	0.005731	-0.022060	0.018669	-0.042985	-0.091167	-0.130526	0.051645	0.054603	0.174398	0.038264	-0.109363	0.016223	0.010642	-0.066002	0.041763	-0.017293	0.055187	-0.030716	-0.035653	0.498170	-0.055802	-0.029811	0.002379	-0.150137	0.131452	0.064959	-0.102045	-0.107527	-0.017446	0.020378	-0.010847	0.036622	0.006358	-0.016710	0.021610	-0.035391	-0.053302	-0.026112	0.024560	-0.034833	-0.003135	-0.027797	-0.044600	-0.174029
House_Design	0.018777	0.396980	0.015007	0.043963	-0.033215	-0.023730	0.098345	-0.051202	0.054279	0.068284	-0.031881	0.048287	0.096711	-0.026955	0.088908	1.000000	0.218213	-0.031192	0.270448	0.209703	0.011681	0.010075	-0.036888	-0.071503	0.106882	0.169283	0.092756	-0.072122	0.167022	0.161652	-0.056146	0.041235	-0.156311	0.011150	-0.029865	-0.027128	-0.143776	-0.143153	-0.069375	-0.063624	-0.075168	-0.140493	-0.172282	0.476398	-0.083248	0.261245	0.037875	0.041638	0.237546	0.415419	0.184918	-0.004324	0.068125	0.245692	0.080835	0.101857	-0.110576	0.179994	0.189855	0.196469	0.048410	-0.027938	0.012720	-0.109854	-0.040984	0.004882	-0.012208	-0.026980	-0.025427	0.076612	-0.040940	0.025687	-0.017955	0.048705	0.022834	0.180035
Overall_Material	-0.027456	0.032168	-0.093919	0.224794	0.105797	-0.058871	0.192953	-0.001732	-0.001895	0.064197	-0.066588	0.196211	0.100107	0.014925	-0.115027	0.218213	1.000000	-0.091749	0.572342	0.550453	0.095555	0.056815	0.160894	0.151839	0.398956	0.410439	0.577276	-0.150582	0.351019	0.503741	-0.157889	0.092701	-0.324691	0.240239	-0.141973	-0.058354	0.307794	0.538210	-0.119326	-0.385505	-0.272248	-0.242301	0.476468	0.295187	-0.030502	0.592916	0.111773	-0.040291	0.550358	0.274328	0.101789	-0.184040	0.440955	0.427386	0.171165	0.396455	-0.367798	0.437818	0.370663	0.600458	0.019580	-0.041378	-0.109106	-0.200905	0.034516	-0.036792	0.018161	0.030314	0.064755	0.065143	-0.031461	0.070766	-0.027277	-0.060316	0.193861	0.790972
House_Condition	0.012169	-0.059106	-0.017255	-0.047707	-0.005621	-0.042834	-0.039383	-0.006946	0.010001	0.012241	0.010414	-0.033391	-0.032235	0.014503	-0.087623	-0.031192	-0.091749	1.000000	-0.375953	0.074021	0.042948	0.024906	-0.040888	-0.027767	-0.171307	-0.127949	-0.203330	0.168260	-0.303635	-0.208183	-0.069558	-0.046832	0.095676	-0.046466	0.051588	0.039867	-0.136637	-0.171237	-0.071977	0.069577	-0.118909	-0.098580	-0.144276	0.029158	0.025527	-0.079567	-0.055257	0.117892	-0.193961	-0.061125	0.012938	-0.086951	-0.072765	-0.057505	0.059504	-0.023580	0.162530	-0.299097	-0.170602	-0.185565	-0.009511	0.091740	0.027494	0.082212	0.045563	0.004575	-0.042148	0.025535	0.054885	-0.001967	0.068803	-0.003480	0.043916	0.095193	0.017705	-0.077754
Construction_Year	-0.012479	0.027734	-0.166435	0.124248	0.014220	-0.021146	0.222278	-0.047773	-0.011509	0.083059	-0.073674	0.101193	0.158303	0.028799	-0.024100	0.270448	0.572342	-0.375953	1.000000	0.592915	-0.036854	-0.017576	0.097136	0.075582	0.408872	0.315121	0.485570	-0.271098	0.607654	0.461973	-0.204077	0.108795	-0.261220	0.249689	-0.068521	-0.048931	0.148952	0.391550	-0.180592	-0.430118	-0.381883	-0.310604	0.282030	0.010197	-0.183805	0.198959	0.187838	-0.038197	0.468301	0.242960	-0.070630	-0.174836	0.289284	0.095549	0.170926	0.147629	-0.506323	0.700110	0.482610	0.537906	0.023549	-0.245505	-0.215635	-0.396079	0.007441	-0.045182	-0.006849	0.031339	-0.050405	0.004940	-0.034396	0.012382	-0.013598	-0.052383	0.201080	0.522877
Remodel_Year	-0.020884	0.040029	-0.041510	0.075906	0.013754	-0.065528	0.170977	-0.025698	-0.034108	0.075505	-0.059273	0.102154	0.136641	0.007493	-0.055087	0.209703	0.550453	0.074021	0.592915	1.000000	0.002568	-0.026860	0.239173	0.215743	0.266547	0.179250	0.466616	-0.089977	0.399193	0.419441	-0.096489	0.059680	-0.344766	0.129082	-0.106762	-0.066836	0.180605	0.291477	-0.163035	-0.424276	-0.299154	-0.328295	0.240620	0.139574	-0.062519	0.287178	0.120290	-0.012500	0.438667	0.184294	-0.040486	-0.149787	0.386117	0.191597	0.092708	0.112024	-0.302896	0.571223	0.354482	0.420230	0.010012	-0.112529	-0.151982	-0.193869	0.045620	-0.061111	-0.010810	0.045224	-0.038932	0.005786	-0.010347	0.021418	0.035846	0.019861	0.221898	0.507015
Roof_Design	0.014263	-0.088907	-0.051677	0.135872	0.106149	0.007786	0.007444	0.088669	-0.011762	0.055183	0.110847	0.036540	0.007999	0.067222	-0.049197	0.011681	0.095555	0.042948	-0.036854	0.002568	1.000000	0.131426	-0.012179	-0.048464	0.093036	0.143370	0.080159	0.045199	-0.021241	0.025166	0.019035	0.044829	0.025134	0.115945	0.036287	0.079254	0.008983	0.158688	0.000142	-0.021839	0.024057	-0.035170	0.218652	-0.011712	-0.026335	0.148704	0.057071	0.039043	-0.009730	0.012879	0.027583	0.011439	0.030436	0.126648	-0.043496	0.114730	-0.021650	-0.087935	-0.019734	0.073760	0.062362	-0.015219	0.043981	0.043745	-0.000812	0.035051	0.019829	0.017608	0.090807	0.061338	0.122046	0.024558	0.014670	0.007286	0.027632	0.156163
Roof_Quality	-0.025656	-0.025797	-0.020750	-0.044523	0.050595	-0.004561	-0.012070	0.042830	-0.001859	-0.016092	0.019415	0.035663	0.022785	-0.002254	-0.026971	0.010075	0.056815	0.024906	-0.017576	-0.026860	0.131426	1.000000	0.009811	0.001426	-0.035201	0.001337	0.017670	0.026925	-0.018959	0.012794	0.006021	0.053396	-0.037537	-0.057280	-0.025060	-0.006318	0.027584	-0.034086	-0.001063	0.028354	-0.008812	-0.013764	0.053204	0.011077	0.077838	0.055548	0.007911	0.054643	0.011563	0.048250	-0.000372	-0.037229	0.033686	0.027064	0.023956	0.015990	-0.022654	-0.014301	0.019582	0.038456	0.024954	0.064563	0.002724	-0.019982	0.044853	0.000697	-0.007643	-0.029965	0.089105	-0.076880	-0.006226	0.037711	-0.017789	0.009670	-0.038554	0.134611
Exterior1st	-0.033398	-0.089900	-0.029658	0.063980	0.004212	-0.002556	0.037142	-0.014127	-0.029720	-0.023375	-0.045857	-0.074449	0.013123	-0.005402	-0.103338	-0.036888	0.160894	-0.040888	0.097136	0.239173	-0.012179	0.009811	1.000000	0.854026	0.066913	0.024022	0.167157	-0.012895	0.106923	0.156976	0.007348	0.007655	-0.152868	-0.065991	-0.078543	-0.053576	0.134169	0.046820	-0.056553	-0.226732	-0.030923	-0.034609	0.005329	0.069448	0.039536	0.065263	-0.008611	0.000287	0.115494	-0.005523	-0.000449	-0.089193	0.135275	0.066480	0.023527	0.006558	-0.012601	0.168053	0.081883	0.123891	0.015487	-0.014861	-0.037025	0.027556	-0.005093	-0.018898	0.009420	-0.037193	-0.047184	-0.001420	-0.016413	-0.005057	-0.040092	0.012006	0.062742	0.103276
Exterior2nd	-0.041456	-0.138069	-0.056052	0.090245	-0.003980	-0.006223	0.045583	0.001318	-0.032139	-0.020877	-0.033086	-0.090026	0.003621	-0.015786	-0.140081	-0.071503	0.151839	-0.027767	0.075582	0.215743	-0.048464	0.001426	0.854026	1.000000	0.041147	0.001524	0.138652	-0.030962	0.109826	0.141647	0.020657	0.013342	-0.126344	-0.079097	-0.050929	-0.034803	0.132339	0.038252	-0.030070	-0.200678	-0.014567	0.016291	0.017574	0.062669	0.026923	0.067475	-0.012500	-0.046880	0.113693	-0.009336	0.005420	-0.054768	0.127713	0.068272	-0.003873	0.016915	-0.004357	0.138947	0.076047	0.123198	-0.009934	0.002117	-0.029759	0.027364	-0.010467	-0.022939	0.021776	-0.017672	-0.020400	-0.017612	-0.014864	-0.017771	-0.034682	0.020299	0.068935	0.103471
Brick_Veneer_Type	-0.015842	-0.010224	-0.110068	0.129403	0.072430	-0.017212	0.054288	-0.020084	0.017736	0.028213	-0.026476	0.105484	0.032415	0.014001	0.024028	0.106882	0.398956	-0.171307	0.408872	0.266547	0.093036	-0.035201	0.066913	0.041147	1.000000	0.594339	0.311833	-0.115989	0.201693	0.247372	-0.106467	0.073898	-0.056804	0.243045	-0.090264	-0.056874	0.132071	0.364726	-0.078604	-0.201460	-0.171763	-0.144245	0.346059	-0.012800	-0.089055	0.235734	0.131479	0.029012	0.273680	0.062961	0.035545	-0.064006	0.196090	0.194977	0.065695	0.201365	-0.287479	0.278155	0.254835	0.374645	0.011561	-0.117704	-0.081291	-0.173846	0.006241	0.022255	0.006532	0.025788	0.016793	0.000563	-0.031396	0.023550	0.016455	-0.087432	0.090876	0.386090
Brick_Veneer_Area	-0.049436	0.022456	-0.068616	0.178803	0.104028	-0.017383	0.082090	-0.034987	0.063410	0.041974	-0.022009	0.119341	0.022275	0.037647	-0.005719	0.169283	0.410439	-0.127949	0.315121	0.179250	0.143370	0.001337	0.024022	0.001524	0.594339	1.000000	0.293016	-0.075118	0.166201	0.236624	-0.089750	0.072857	-0.049735	0.264315	-0.074655	-0.071905	0.113879	0.362994	-0.056523	-0.158487	-0.127594	-0.099262	0.342591	0.173769	-0.069178	0.389988	0.085826	0.026465	0.275818	0.201633	0.102426	-0.037286	0.187414	0.279968	0.088825	0.247730	-0.191753	0.212373	0.196463	0.363761	0.020963	-0.088877	-0.062250	-0.141995	0.015155	0.001187	0.013441	0.018697	0.061228	0.011665	-0.029893	-0.005870	-0.008109	-0.055677	0.087971	0.475474
Exterior_Material	0.001561	0.033054	0.065085	0.153120	0.038409	0.111955	0.167023	0.058033	-0.018568	0.032171	0.002104	0.134244	0.077430	0.007756	-0.013642	0.092756	0.577276	-0.203330	0.485570	0.466616	0.080159	0.017670	0.167157	0.138652	0.311833	0.293016	1.000000	-0.026798	0.396352	0.460421	0.005426	0.085795	-0.294157	0.142542	-0.084057	-0.067963	0.262091	0.387107	-0.053884	-0.356592	-0.046379	-0.128647	0.322548	0.156303	0.028077	0.369734	0.082071	-0.067761	0.398754	0.151321	-0.051346	-0.094053	0.561673	0.248769	0.069746	0.188906	-0.245003	0.484313	0.332671	0.418417	-0.018040	-0.058898	-0.092866	-0.104519	0.054695	-0.020047	0.017533	0.027440	-0.004864	0.028363	-0.005182	0.022821	0.036017	-0.079761	0.167208	0.567546
Exterior_Condition	-0.040343	0.010436	0.056691	-0.049449	-0.020239	0.002887	-0.044698	0.010693	-0.008983	-0.007417	0.003408	-0.044530	-0.078576	0.019902	0.034915	-0.072122	-0.150582	0.168260	-0.271098	-0.089977	0.045199	0.026925	-0.012895	-0.030962	-0.115989	-0.075118	-0.026798	1.000000	-0.136874	-0.120542	0.220571	-0.014501	0.052549	-0.057134	0.011447	0.006925	-0.068717	-0.126038	0.034390	0.089050	0.116390	0.082710	-0.067327	-0.005671	0.079844	-0.046856	-0.025724	0.050927	-0.094356	-0.099114	0.022949	0.014332	0.030436	-0.032788	-0.074413	-0.054182	0.118546	-0.130868	-0.115446	-0.196558	-0.066420	0.086774	0.061954	0.139333	-0.021088	0.000503	0.005998	-0.013036	0.009833	0.026064	0.071621	-0.024346	0.042811	-0.010511	-0.051639	-0.128137
Foundation_Type	0.009374	0.055586	-0.065549	0.094101	-0.012820	-0.034722	0.136364	-0.007296	-0.014151	0.061108	-0.030261	0.060033	0.070005	-0.006674	0.024796	0.167022	0.351019	-0.303635	0.607654	0.399193	-0.021241	-0.018959	0.106923	0.109826	0.201693	0.166201	0.396352	-0.136874	1.000000	0.314835	-0.002131	0.234928	-0.204414	0.078395	0.026801	-0.094196	0.061862	0.109168	-0.036429	-0.282748	-0.142598	-0.121872	0.181270	0.091488	-0.086566	0.201346	0.047646	-0.065854	0.372113	0.120061	-0.010217	0.025367	0.274520	0.136794	0.061337	0.057270	-0.304416	0.501065	0.309720	0.357056	-0.020595	-0.170253	-0.123962	-0.169464	-0.012927	-0.035529	-0.021380	0.046125	-0.068690	-0.002280	-0.000950	-0.005462	0.008907	0.018037	0.135721	0.345630
Basement_Height	-0.042772	0.068433	-0.027198	0.097493	0.045036	-0.028857	0.170445	0.035203	-0.023710	0.081108	0.002756	0.130133	0.102159	-0.035988	-0.011623	0.161652	0.503741	-0.208183	0.461973	0.419441	0.025166	0.012794	0.156976	0.141647	0.247372	0.236624	0.460421	-0.120542	0.314835	1.000000	-0.006417	0.114208	-0.342987	0.174602	-0.132572	-0.097848	0.182365	0.329170	-0.084877	-0.274636	-0.113443	-0.073480	0.261325	0.130880	-0.081111	0.293470	0.119238	-0.041490	0.388974	0.141729	-0.103531	-0.110603	0.351664	0.181228	0.069085	0.152903	-0.218704	0.413235	0.253367	0.423489	0.007707	0.037764	0.033184	-0.128992	0.020465	-0.047363	0.012371	0.017456	-0.011203	0.015477	-0.028205	0.006640	-0.036789	-0.041549	0.147923	0.495336
Basement_Condition	-0.014119	0.014397	0.068335	-0.070946	-0.022694	-0.020156	-0.031401	0.026701	-0.008214	0.011243	0.009465	-0.042549	-0.025978	-0.034420	0.048633	-0.056146	-0.157889	-0.069558	-0.204077	-0.096489	0.019035	0.006021	0.007348	0.020657	-0.106467	-0.089750	0.005426	0.220571	-0.002131	-0.006417	1.000000	0.111624	0.072226	-0.131549	0.105112	-0.011771	-0.047238	-0.188632	0.146237	0.122250	0.244673	0.207936	-0.046335	0.017878	0.075682	-0.012237	-0.092049	0.030524	-0.034403	-0.099990	0.020318	0.106203	0.020508	0.013064	-0.117443	-0.065039	0.133466	-0.109866	-0.116800	-0.108135	0.008858	0.054522	0.156567	0.145939	0.011564	0.019926	0.068895	-0.026777	-0.032137	-0.021553	0.003714	0.015947	-0.049494	-0.022976	-0.042505	-0.133348
Exposure_Level	0.022904	0.039841	-0.080968	0.116000	0.153118	0.043267	0.098639	0.165883	-0.016658	0.058482	0.163401	-0.020481	-0.001391	-0.027991	0.061745	0.041235	0.092701	-0.046832	0.108795	0.059680	0.044829	0.053396	0.007655	0.013342	0.073898	0.072857	0.085795	-0.014501	0.234928	0.114208	0.111624	1.000000	0.060040	0.165062	0.170619	0.075163	-0.147689	0.050479	0.063929	-0.033633	0.023101	-0.023825	0.199235	-0.067987	-0.047313	0.085735	0.164052	0.032683	0.091229	-0.088943	-0.055031	0.064017	0.092279	0.027885	-0.009025	0.115202	-0.089023	0.079283	0.066150	0.140168	0.002034	-0.032934	-0.002250	0.021830	0.012755	0.020072	0.012108	-0.017868	0.026964	0.003686	0.057087	-0.000105	-0.039413	0.002393	0.037896	0.186202
BsmtFinType1	-0.017395	-0.096754	-0.082844	-0.006544	0.037879	0.017833	-0.037301	0.058564	-0.010230	-0.035804	0.084214	-0.030429	-0.043180	0.008811	0.005731	-0.156311	-0.324691	0.095676	-0.261220	-0.344766	0.025134	-0.037537	-0.152868	-0.126344	-0.056804	-0.049735	-0.294157	0.052549	-0.204414	-0.342987	0.072226	0.060040	1.000000	0.234837	0.351139	0.313201	-0.450659	-0.094599	0.059341	0.175338	0.024980	0.070795	-0.025687	-0.152818	0.018330	-0.144135	0.114350	0.088021	-0.263044	-0.103167	0.027510	0.025448	-0.240128	-0.124533	-0.148967	-0.005869	0.063883	-0.328401	-0.165614	-0.218111	-0.001969	-0.058206	-0.034341	-0.051033	0.013533	0.040637	0.005660	0.015771	0.074332	-0.009471	0.031351	-0.005892	0.001472	0.021151	-0.071195	-0.212473
BsmtFinSF1	-0.006037	-0.069364	-0.167499	0.225976	0.214190	0.015684	0.165478	0.106562	-0.019090	0.066205	0.113995	0.113346	0.031010	0.013250	-0.022060	0.011150	0.240239	-0.046466	0.249689	0.129082	0.115945	-0.057280	-0.065991	-0.079097	0.243045	0.264315	0.142542	-0.057134	0.078395	0.174602	-0.131549	0.165062	0.234837	1.000000	-0.073950	-0.051047	-0.494968	0.522298	-0.071992	-0.110361	-0.166359	-0.162645	0.445841	-0.136680	-0.064449	0.208527	0.649001	0.067576	0.059175	0.003552	-0.107477	-0.080905	0.109535	0.044513	0.033601	0.260708	-0.265039	0.119663	0.137816	0.224786	0.027699	-0.097090	-0.084430	-0.175264	0.036518	0.038410	0.007652	0.026525	0.062194	0.140566	0.003623	-0.015662	0.014282	0.005351	0.032742	0.386783
BsmtFinType2	-0.043897	-0.018296	-0.081752	0.004927	0.052313	0.072230	0.021963	0.002040	0.019766	0.008074	0.065965	0.011169	0.032644	0.012239	0.018669	-0.029865	-0.141973	0.051588	-0.068521	-0.106762	0.036287	-0.025060	-0.078543	-0.050929	-0.090264	-0.074655	-0.084057	0.011447	0.026801	-0.132572	0.105112	0.170619	0.351139	-0.073950	1.000000	0.729664	-0.274169	-0.084824	0.054146	0.050819	0.020689	0.024058	0.026095	-0.091964	0.018231	-0.055501	0.100128	0.070694	-0.072987	-0.094933	-0.022200	0.052821	-0.075689	-0.043889	-0.140738	-0.000291	0.009883	-0.088940	-0.034485	-0.056875	0.016355	-0.024100	0.008825	-0.037024	0.035338	-0.022590	-0.021072	-0.010270	0.017688	0.039201	0.019703	-0.026623	0.037010	0.015462	-0.041545	-0.080648
BsmtFinSF2	-0.007773	-0.064813	-0.086103	0.050718	0.111317	0.038583	0.060158	0.020173	0.049979	0.011356	0.085820	0.041960	0.028760	0.054191	-0.042985	-0.027128	-0.058354	0.039867	-0.048931	-0.066836	0.079254	-0.006318	-0.053576	-0.034803	-0.056874	-0.071905	-0.067963	0.006925	-0.094196	-0.097848	-0.011771	0.075163	0.313201	-0.051047	0.729664	1.000000	-0.208515	0.104430	-0.011288	0.023812	-0.039695	-0.028928	0.096945	-0.098536	0.014943	-0.009137	0.157721	0.071255	-0.075468	-0.033461	-0.015910	-0.040565	-0.064462	-0.034925	-0.090651	0.047957	-0.043934	-0.093667	-0.017284	-0.037244	-0.001745	-0.029478	-0.007305	-0.067606	0.006073	-0.024431	-0.016625	-0.029897	0.089223	0.041813	0.005034	-0.015099	0.031587	-0.030322	-0.059355	-0.010952
BsmtUnfSF	-0.006791	-0.141426	0.001110	0.102171	-0.002658	-0.035283	0.011494	-0.058317	-0.012660	-0.028534	-0.116648	0.014743	0.014652	0.016847	-0.091167	-0.143776	0.307794	-0.136637	0.148952	0.180605	0.008983	0.027584	0.134169	0.132339	0.132071	0.113879	0.262091	-0.068717	0.061862	0.182365	-0.047238	-0.147689	-0.450659	-0.494968	-0.274169	-0.208515	1.000000	0.415828	-0.056499	-0.159933	-0.020244	-0.001147	0.318259	0.003939	0.028096	0.240025	-0.422475	-0.095999	0.288398	-0.040330	0.166809	0.029955	0.191126	0.250524	0.059548	0.050971	-0.082037	0.172023	0.133986	0.213635	-0.003586	0.048693	0.006550	0.020979	-0.010075	-0.036021	0.007724	0.020693	-0.012765	-0.035150	-0.023903	0.034820	-0.041179	-0.088893	0.097893	0.214281
Total_Basement_Area	-0.015969	-0.238327	-0.204630	0.356411	0.260870	-0.005048	0.205688	0.059457	-0.014226	0.044258	0.032571	0.148083	0.057556	0.050651	-0.130526	-0.143153	0.538210	-0.171237	0.391550	0.291477	0.158688	-0.034086	0.046820	0.038252	0.364726	0.362994	0.387107	-0.126038	0.109168	0.329170	-0.188632	0.050479	-0.094599	0.522298	-0.084824	0.104430	0.415828	1.000000	-0.135872	-0.267010	-0.207895	-0.180847	0.819529	-0.174315	-0.033211	0.455092	0.307158	-0.000240	0.324181	-0.049214	0.050403	-0.068841	0.282625	0.285701	0.061579	0.339944	-0.374249	0.263185	0.271820	0.435091	0.024540	-0.062722	-0.083850	-0.185897	0.030046	-0.005323	0.009623	0.037423	0.084581	0.126084	-0.018453	0.013234	-0.015013	-0.095091	0.110798	0.613792
Heating_Type	0.062117	0.031253	0.030033	-0.018864	0.022618	-0.008200	-0.038701	-0.020623	-0.003342	-0.016653	0.003605	-0.030358	-0.038139	-0.004051	0.051645	-0.069375	-0.119326	-0.071977	-0.180592	-0.163035	0.000142	-0.001063	-0.056553	-0.030070	-0.078604	-0.056523	-0.053884	0.034390	-0.036429	-0.084877	0.146237	0.063929	0.059341	-0.071992	0.054146	-0.011288	-0.056499	-0.135872	1.000000	0.217958	0.429056	0.176008	-0.059691	0.020321	0.022404	-0.024964	-0.065696	-0.012018	-0.025328	-0.052554	-0.023001	0.084768	0.014474	-0.018642	-0.045027	-0.055458	0.140781	-0.102511	-0.091346	-0.086170	0.006328	0.085992	0.133244	0.141844	0.056147	0.007326	-0.004455	-0.014850	-0.002251	-0.008768	-0.006004	-0.003612	0.010972	0.014102	0.008312	-0.106717
Heating_Quality	-0.013081	0.009605	0.026905	-0.077188	-0.015599	0.020512	-0.094158	0.062232	0.038851	-0.059135	0.057629	-0.037431	-0.099588	0.050182	0.054603	-0.063624	-0.385505	0.069577	-0.430118	-0.424276	-0.021839	0.028354	-0.226732	-0.200678	-0.201460	-0.158487	-0.356592	0.089050	-0.282748	-0.274636	0.122250	-0.033633	0.175338	-0.110361	0.050819	0.023812	-0.159933	-0.267010	0.217958	1.000000	0.265362	0.190577	-0.203085	-0.082000	0.012841	-0.216338	-0.116955	0.070289	-0.277945	-0.084175	0.002483	0.136332	-0.249610	-0.136850	-0.066549	-0.124598	0.191546	-0.360790	-0.242574	-0.281941	0.048460	0.084913	0.085130	0.223155	-0.000467	0.038593	-0.001498	-0.038358	0.018241	0.037287	0.007958	-0.004470	-0.028690	-0.002534	-0.096298	-0.369809
Air_Conditioning	-0.009518	0.101646	0.214522	-0.079826	-0.049767	0.069859	-0.092041	0.029106	-0.006912	-0.055996	0.010808	-0.049543	-0.012779	0.023793	0.174398	-0.075168	-0.272248	-0.118909	-0.381883	-0.299154	0.024057	-0.008812	-0.030923	-0.014567	-0.171763	-0.127594	-0.046379	0.116390	-0.142598	-0.113443	0.244673	0.023101	0.024980	-0.166359	0.020689	-0.039695	-0.020244	-0.207895	0.429056	0.265362	1.000000	0.389383	-0.146915	0.011662	0.050128	-0.093765	-0.114453	-0.040370	-0.109554	-0.134488	-0.007842	0.246769	0.031203	-0.034569	-0.082105	-0.186543	0.255688	-0.204275	-0.181114	-0.234002	0.004481	0.150928	0.180922	0.275623	0.028400	-0.013771	0.019624	-0.030714	-0.051258	-0.018135	0.002462	-0.009867	0.009445	0.004109	-0.071131	-0.251426
Electrical_System	-0.047551	-0.024213	0.104618	-0.070163	-0.046997	0.008678	-0.080436	0.035263	0.057851	-0.069130	-0.001414	-0.073714	-0.074967	-0.015467	0.038264	-0.140493	-0.242301	-0.098580	-0.310604	-0.328295	-0.035170	-0.013764	-0.034609	0.016291	-0.144245	-0.099262	-0.128647	0.082710	-0.121872	-0.073480	0.207936	-0.023825	0.070795	-0.162645	0.024058	-0.028928	-0.001147	-0.180847	0.176008	0.190577	0.389383	1.000000	-0.124515	-0.041588	0.019114	-0.124385	-0.127240	-0.024592	-0.166434	-0.117837	-0.046171	0.165334	0.019848	-0.070293	-0.061625	-0.131288	0.203001	-0.249023	-0.183886	-0.228093	-0.002745	0.174081	0.193775	0.220180	-0.031756	-0.035756	0.010519	-0.013705	-0.017184	-0.019223	-0.022290	-0.000524	-0.036942	0.008705	-0.105900	-0.230347
First_Floor_Area	0.010220	-0.251685	-0.252745	0.412186	0.299491	-0.005939	0.190842	0.074787	0.012292	0.050041	0.068363	0.164908	0.048179	0.039994	-0.109363	-0.172282	0.476468	-0.144276	0.282030	0.240620	0.218652	0.053204	0.005329	0.017574	0.346059	0.342591	0.322548	-0.067327	0.181270	0.261325	-0.046335	0.199235	-0.025687	0.445841	0.026095	0.096945	0.318259	0.819529	-0.059691	-0.203085	-0.146915	-0.124515	1.000000	-0.202562	-0.014221	0.566164	0.244595	0.001996	0.380952	-0.120184	0.127377	0.068138	0.263395	0.409591	-0.091185	0.410824	-0.364439	0.182367	0.221167	0.439655	-0.001461	-0.055100	-0.083081	-0.147559	0.046259	0.030272	0.025440	0.056125	0.088807	0.131539	-0.021082	0.031392	-0.013627	-0.118494	0.075861	0.605971
Second_Floor_Area	0.006541	0.307557	0.100278	0.072292	0.050965	-0.047028	0.088371	-0.011928	-0.020836	0.031262	-0.009381	0.028448	0.017405	-0.000290	0.016223	0.476398	0.295187	0.029158	0.010197	0.139574	-0.011712	0.011077	0.069448	0.062669	-0.012800	0.173769	0.156303	-0.005671	0.091488	0.130880	0.017878	-0.067987	-0.152818	-0.136680	-0.091964	-0.098536	0.003939	-0.174315	0.020321	-0.082000	0.011662	-0.041588	-0.202562	1.000000	0.063301	0.687438	-0.168998	-0.023992	0.421062	0.610824	0.503104	0.059204	0.137032	0.616404	0.017281	0.194145	0.068478	0.051979	0.044028	0.183472	-0.037720	0.050798	0.013996	0.034728	0.005865	-0.037295	-0.005074	-0.024426	0.040469	0.081467	0.016153	0.035107	-0.028631	0.053529	0.037974	0.319193
LowQualFinSF	-0.044133	0.046414	0.101725	0.030470	0.004774	-0.007729	-0.008908	0.016131	-0.003150	-0.024058	0.013870	0.033109	-0.051645	-0.040224	0.010642	-0.083248	-0.030502	0.025527	-0.183805	-0.062519	-0.026335	0.077838	0.039536	0.026923	-0.089055	-0.069178	0.028077	0.079844	-0.086566	-0.081111	0.075682	-0.047313	0.018330	-0.064449	0.018231	0.014943	0.028096	-0.033211	0.022404	0.012841	0.050128	0.019114	-0.014221	0.063301	1.000000	0.134654	-0.047072	-0.005862	-0.000794	-0.026993	0.105622	0.007504	0.018468	0.131164	-0.025362	-0.021357	0.120166	0.007249	-0.057277	-0.094599	-0.053175	0.052987	0.026550	0.076224	0.004136	-0.031299	-0.007902	-0.004305	0.026778	0.062152	-0.003800	-0.022184	-0.028910	0.014471	-0.070745	-0.025642
Grade_Living_Area	0.008869	0.074583	-0.093247	0.366124	0.263119	-0.044147	0.212986	0.046608	-0.008555	0.060557	0.043788	0.148021	0.045124	0.025462	-0.066002	0.261245	0.592916	-0.079567	0.198959	0.287178	0.148704	0.055548	0.065263	0.067475	0.235734	0.389988	0.369734	-0.046856	0.201346	0.293470	-0.012237	0.085735	-0.144135	0.208527	-0.055501	-0.009137	0.240025	0.455092	-0.024964	-0.216338	-0.093765	-0.124385	0.566164	0.687438	0.134654	1.000000	0.035229	-0.019002	0.629944	0.416437	0.521373	0.100001	0.309317	0.825479	-0.055081	0.461539	-0.200131	0.178018	0.193990	0.467108	-0.037327	0.006557	-0.047043	-0.072665	0.039288	-0.011602	0.013771	0.020606	0.101430	0.170197	-0.002446	0.050204	-0.036482	-0.041378	0.080808	0.708584
Underground_Full_Bathroom	0.000976	0.004156	-0.129063	0.100571	0.158265	0.050594	0.065229	0.086800	-0.021456	0.028417	0.116387	0.063941	0.026553	-0.000507	0.041763	0.037875	0.111773	-0.055257	0.187838	0.120290	0.057071	0.007911	-0.008611	-0.012500	0.131479	0.085826	0.082071	-0.025724	0.047646	0.119238	-0.092049	0.164052	0.114350	0.649001	0.100128	0.157721	-0.422475	0.307158	-0.065696	-0.116955	-0.114453	-0.127240	0.244595	-0.168998	-0.047072	0.035229	1.000000	-0.147753	-0.063783	-0.031867	-0.150862	-0.041360	0.078296	-0.053057	0.029639	0.138751	-0.177105	0.106234	0.114315	0.132765	0.020634	-0.081536	-0.051037	-0.114856	0.021359	-0.003263	0.025902	-0.000018	0.023363	0.067696	-0.022990	-0.025281	0.066972	0.029065	0.011233	0.227551
Underground_Half_Bathroom	-0.019890	-0.002477	-0.060575	-0.001064	0.048037	-0.015496	0.056304	0.030283	0.103378	0.044527	0.070264	-0.028372	-0.058336	-0.007657	-0.017293	0.041638	-0.040291	0.117892	-0.038197	-0.012500	0.039043	0.054643	0.000287	-0.046880	0.029012	0.026465	-0.067761	0.050927	-0.065854	-0.041490	0.030524	0.032683	0.088021	0.067576	0.070694	0.071255	-0.095999	-0.000240	-0.012018	0.070289	-0.040370	-0.024592	0.001996	-0.023992	-0.005862	-0.019002	-0.147753	1.000000	-0.054726	-0.012144	0.046547	-0.037981	-0.031405	-0.023890	-0.029004	0.028828	-0.023972	-0.078056	-0.050055	-0.021069	0.047924	-0.038272	-0.032119	-0.012861	0.007716	0.011794	-0.032112	0.035095	0.032078	0.020014	-0.007381	0.032854	-0.046502	0.001729	-0.059232	-0.016915
Full_Bathroom_Above_Grade	0.006814	0.131076	-0.058730	0.176656	0.126035	-0.046533	0.180056	-0.033323	-0.026890	0.059869	-0.047112	0.137380	0.095994	0.020249	0.055187	0.237546	0.550358	-0.193961	0.468301	0.438667	-0.009730	0.011563	0.115494	0.113693	0.273680	0.275818	0.398754	-0.094356	0.372113	0.388974	-0.034403	0.091229	-0.263044	0.059175	-0.072987	-0.075468	0.288398	0.324181	-0.025328	-0.277945	-0.109554	-0.166434	0.380952	0.421062	-0.000794	0.629944	-0.063783	-0.054726	1.000000	0.137364	0.363502	0.133017	0.298906	0.554780	0.031433	0.243165	-0.289184	0.426293	0.347278	0.469289	-0.033428	-0.053739	-0.094925	-0.139108	0.023177	-0.007260	0.001873	0.035284	-0.008299	0.049573	-0.014357	0.055809	-0.019578	-0.035252	0.144064	0.560604
Half_Bathroom_Above_Grade	0.005336	0.178227	-0.028054	0.057073	0.014316	-0.027588	0.113142	-0.019437	-0.019928	0.041380	0.000971	0.058456	0.060302	0.023218	-0.030716	0.415419	0.274328	-0.061125	0.242960	0.184294	0.012879	0.048250	-0.005523	-0.009336	0.062961	0.201633	0.151321	-0.099114	0.120061	0.141729	-0.099990	-0.088943	-0.103167	0.003552	-0.094933	-0.033461	-0.040330	-0.049214	-0.052554	-0.084175	-0.134488	-0.117837	-0.120184	0.610824	-0.026993	0.416437	-0.031867	-0.012144	0.137364	1.000000	0.226633	-0.068121	0.113239	0.343873	0.066383	0.204618	-0.109736	0.159563	0.152856	0.220235	-0.007799	-0.032111	-0.075282	-0.087258	0.023130	-0.024593	-0.008560	-0.004877	0.072693	0.022451	0.001365	-0.008954	-0.010391	0.031564	0.071997	0.284626
Bedroom_Above_Grade	0.037563	-0.023346	-0.106513	0.234900	0.119698	-0.028858	0.059861	-0.042640	0.004291	0.036135	-0.048172	0.043143	0.013687	-0.014259	-0.035653	0.184918	0.101789	0.012938	-0.070630	-0.040486	0.027583	-0.000372	-0.000449	0.005420	0.035545	0.102426	-0.051346	0.022949	-0.010217	-0.103531	0.020318	-0.055031	0.027510	-0.107477	-0.022200	-0.015910	0.166809	0.050403	-0.023001	0.002483	-0.007842	-0.046171	0.127377	0.503104	0.105622	0.521373	-0.150862	0.046547	0.363502	0.226633	1.000000	0.198625	-0.033722	0.676685	-0.037690	0.107711	-0.017422	-0.056722	-0.010592	0.086254	-0.032253	-0.022075	-0.012733	0.032320	0.009506	0.001606	-0.005546	-0.024465	0.044332	0.070711	0.007777	0.046558	-0.036030	0.034090	-0.017382	0.168272
Kitchen_Above_Grade	0.003205	0.281672	0.086940	-0.014096	-0.017793	-0.013593	-0.091909	0.017282	-0.005540	-0.025490	-0.036501	0.063983	-0.075730	0.029310	0.498170	-0.004324	-0.184040	-0.086951	-0.174836	-0.149787	0.011439	-0.037229	-0.089193	-0.054768	-0.064006	-0.037286	-0.094053	0.014332	0.025367	-0.110603	0.106203	0.064017	0.025448	-0.080905	0.052821	-0.040565	0.029955	-0.068841	0.084768	0.136332	0.246769	0.165334	0.068138	0.059204	0.007504	0.100001	-0.041360	-0.037981	0.133017	-0.068121	0.198625	1.000000	-0.102598	0.256012	-0.049025	-0.124114	0.134275	-0.067008	-0.129260	-0.050802	-0.028872	0.085743	0.085843	0.110811	-0.021768	0.023516	0.003137	-0.024618	-0.051655	-0.014535	0.062329	0.026572	0.031708	-0.009745	-0.066085	-0.135979
Kitchen_Quality	0.005078	0.002972	-0.001191	0.143489	0.031879	-0.010464	0.092619	0.060775	0.013666	-0.004007	0.026089	0.080982	0.041636	0.045554	-0.055802	0.068125	0.440955	-0.072765	0.289284	0.386117	0.030436	0.033686	0.135275	0.127713	0.196090	0.187414	0.561673	0.030436	0.274520	0.351664	0.020508	0.092279	-0.240128	0.109535	-0.075689	-0.064462	0.191126	0.282625	0.014474	-0.249610	0.031203	0.019848	0.263395	0.137032	0.018468	0.309317	0.078296	-0.031405	0.298906	0.113239	-0.033722	-0.102598	1.000000	0.198119	0.072803	0.169031	-0.155644	0.323294	0.220911	0.272388	-0.027044	0.010821	-0.019051	-0.004722	0.045899	-0.041207	0.036039	0.003202	-0.002295	0.046580	-0.028727	0.032322	0.008119	-0.019320	0.120499	0.460414
Rooms_Above_Grade	0.027646	0.040201	-0.105950	0.311560	0.190009	-0.046844	0.135898	0.001097	0.007764	0.026695	-0.033819	0.106421	0.052518	0.020808	-0.029811	0.245692	0.427386	-0.057505	0.095549	0.191597	0.126648	0.027064	0.066480	0.068272	0.194977	0.279968	0.248769	-0.032788	0.136794	0.181228	0.013064	0.027885	-0.124533	0.044513	-0.043889	-0.034925	0.250524	0.285701	-0.018642	-0.136850	-0.034569	-0.070293	0.409591	0.616404	0.131164	0.825479	-0.053057	-0.023890	0.554780	0.343873	0.676685	0.256012	0.198119	1.000000	-0.041794	0.326019	-0.113458	0.114741	0.108186	0.362208	-0.029437	0.015620	-0.000620	-0.008920	0.027160	-0.002276	-0.007173	-0.006709	0.059327	0.083745	0.024745	0.036883	-0.034487	-0.041187	0.070709	0.533682
Functional_Rate	0.000983	0.021190	0.029530	0.018307	-0.038104	0.016744	0.033234	-0.029498	0.006824	0.017107	-0.110996	0.011559	-0.006393	0.008273	0.002379	0.080835	0.171165	0.059504	0.170926	0.092708	-0.043496	0.023956	0.023527	-0.003873	0.065695	0.088825	0.069746	-0.074413	0.061337	0.069085	-0.117443	-0.009025	-0.148967	0.033601	-0.140738	-0.090651	0.059548	0.061579	-0.045027	-0.066549	-0.082105	-0.061625	-0.091185	0.017281	-0.025362	-0.055081	0.029639	-0.029004	0.031433	0.066383	-0.037690	-0.049025	0.072803	-0.041794	1.000000	-0.023369	-0.075886	0.141848	0.129025	0.077997	0.025846	-0.025246	-0.008096	-0.018800	-0.016477	-0.038422	-0.041752	0.018150	-0.037950	0.017905	-0.050241	0.015770	-0.058826	0.009521	0.021618	0.110367
Fireplaces	-0.018668	-0.046165	-0.212367	0.255793	0.271411	0.005308	0.200238	0.090763	0.015709	0.042675	0.123888	0.056925	0.005856	-0.013800	-0.150137	0.101857	0.396455	-0.023580	0.147629	0.112024	0.114730	0.015990	0.006558	0.016915	0.201365	0.247730	0.188906	-0.054182	0.057270	0.152903	-0.065039	0.115202	-0.005869	0.260708	-0.000291	0.047957	0.050971	0.339944	-0.055458	-0.124598	-0.186543	-0.131288	0.410824	0.194145	-0.021357	0.461539	0.138751	0.028828	0.243165	0.204618	0.107711	-0.124114	0.169031	0.326019	-0.023369	1.000000	-0.270333	-0.001321	0.149046	0.300321	0.009095	-0.013926	-0.074510	-0.084498	0.040411	0.042723	0.049195	0.011185	0.184416	0.095058	0.001352	0.046294	-0.024013	0.014494	0.105788	0.466828
Garage	-0.002363	0.112093	0.260401	-0.256368	-0.138610	0.000613	-0.154844	-0.006343	-0.004743	-0.063124	-0.001158	-0.074387	-0.063900	0.045705	0.131452	-0.110576	-0.367798	0.162530	-0.506323	-0.302896	-0.021650	-0.022654	-0.012601	-0.004357	-0.287479	-0.191753	-0.245003	0.118546	-0.304416	-0.218704	0.133466	-0.089023	0.063883	-0.265039	0.009883	-0.043934	-0.082037	-0.374249	0.140781	0.191546	0.255688	0.203001	-0.364439	0.068478	0.120166	-0.200131	-0.177105	-0.023972	-0.289184	-0.109736	-0.017422	0.134275	-0.155644	-0.113458	-0.075886	-0.270333	1.000000	-0.322724	-0.515130	-0.271651	0.000758	0.167898	0.176847	0.231340	-0.047552	-0.011126	-0.001360	-0.061221	-0.043424	-0.031765	-0.005899	0.004085	0.007138	0.039945	-0.102534	-0.365961
Garage_Built_Year	-0.002528	0.098340	-0.020017	0.035168	-0.042228	-0.016410	0.165885	-0.024445	-0.023268	0.054699	-0.067656	0.084494	0.118236	-0.010461	0.064959	0.179994	0.437818	-0.299097	0.700110	0.571223	-0.087935	-0.014301	0.168053	0.138947	0.278155	0.212373	0.484313	-0.130868	0.501065	0.413235	-0.109866	0.079283	-0.328401	0.119663	-0.088940	-0.093667	0.172023	0.263185	-0.102511	-0.360790	-0.204275	-0.249023	0.182367	0.051979	0.007249	0.178018	0.106234	-0.078056	0.426293	0.159563	-0.056722	-0.067008	0.323294	0.114741	0.141848	-0.001321	-0.322724	1.000000	0.441295	0.327016	-0.005049	-0.229586	-0.225666	-0.183306	0.004376	-0.042241	-0.000272	0.015858	-0.089138	-0.018168	-0.029698	0.000332	0.001821	-0.029012	0.156101	0.397678
Garage_Finish_Year	0.009530	-0.019306	-0.117828	0.184313	0.048386	0.009716	0.144521	-0.031345	0.035530	0.015235	-0.037646	0.076911	0.073982	0.011180	-0.102045	0.189855	0.370663	-0.170602	0.482610	0.354482	-0.019734	0.019582	0.081883	0.076047	0.254835	0.196463	0.332671	-0.115446	0.309720	0.253367	-0.116800	0.066150	-0.165614	0.137816	-0.034485	-0.017284	0.133986	0.271820	-0.091346	-0.242574	-0.181114	-0.183886	0.221167	0.044028	-0.057277	0.193990	0.114315	-0.050055	0.347278	0.152856	-0.010592	-0.129260	0.220911	0.108186	0.129025	0.149046	-0.515130	0.441295	1.000000	0.246059	0.004861	-0.117323	-0.111080	-0.156528	0.044619	-0.010162	-0.026175	0.080161	-0.012491	0.008683	0.050877	-0.006738	0.007005	-0.041086	0.099808	0.336792
Garage_Size	0.017813	-0.040749	-0.123131	0.267349	0.154886	0.019987	0.188412	0.033231	0.008146	0.096413	-0.002843	0.193569	0.104252	0.024043	-0.107527	0.196469	0.600458	-0.185565	0.537906	0.420230	0.073760	0.038456	0.123891	0.123198	0.374645	0.363761	0.418417	-0.196558	0.357056	0.423489	-0.108135	0.140168	-0.218111	0.224786	-0.056875	-0.037244	0.213635	0.435091	-0.086170	-0.281941	-0.234002	-0.228093	0.439655	0.183472	-0.094599	0.467108	0.132765	-0.021069	0.469289	0.220235	0.086254	-0.050802	0.272388	0.362208	0.077997	0.300321	-0.271651	0.327016	0.246059	1.000000	0.012685	-0.073265	-0.082612	-0.254116	0.007406	-0.014276	0.021136	0.035696	0.050323	0.020893	-0.043158	0.040453	-0.039034	-0.068101	0.185159	0.640383
Garage_Area	-0.039286	-0.023996	-0.014533	-0.020237	0.006646	-0.034641	0.013972	0.018062	0.040794	-0.019973	0.007299	-0.004246	-0.000400	0.027871	-0.017446	0.048410	0.019580	-0.009511	0.023549	0.010012	0.062362	0.024954	0.015487	-0.009934	0.011561	0.020963	-0.018040	-0.066420	-0.020595	0.007707	0.008858	0.002034	-0.001969	0.027699	0.016355	-0.001745	-0.003586	0.024540	0.006328	0.048460	0.004481	-0.002745	-0.001461	-0.037720	-0.053175	-0.037327	0.020634	0.047924	-0.033428	-0.007799	-0.032253	-0.028872	-0.027044	-0.029437	0.025846	0.009095	0.000758	-0.005049	0.004861	0.012685	1.000000	0.013569	0.036868	-0.024986	-0.013644	0.029191	-0.003719	0.010523	0.017073	0.009449	-0.011799	0.023323	0.008717	0.004861	0.010905	0.010993
Garage_Quality	-0.014371	0.030092	0.056698	-0.046714	-0.007426	-0.012423	-0.046121	-0.023060	-0.005063	-0.011396	-0.014791	0.016001	-0.057503	0.001556	0.020378	-0.027938	-0.041378	0.091740	-0.245505	-0.112529	-0.015219	0.064563	-0.014861	0.002117	-0.117704	-0.088877	-0.058898	0.086774	-0.170253	0.037764	0.054522	-0.032934	-0.058206	-0.097090	-0.024100	-0.029478	0.048693	-0.062722	0.085992	0.084913	0.150928	0.174081	-0.055100	0.050798	0.052987	0.006557	-0.081536	-0.038272	-0.053739	-0.032111	-0.022075	0.085743	0.010821	0.015620	-0.025246	-0.013926	0.167898	-0.229586	-0.117323	-0.073265	0.013569	1.000000	0.614511	0.120215	0.001258	0.003377	-0.024105	0.026448	0.034498	0.059934	-0.001893	-0.008291	-0.060201	0.035018	-0.041148	-0.055321
Garage_Condition	0.001189	0.004500	0.047779	-0.033716	-0.024508	-0.010859	-0.063607	-0.021172	-0.004426	0.010202	-0.008314	-0.007852	-0.039353	-0.029232	-0.010847	0.012720	-0.109106	0.027494	-0.215635	-0.151982	0.043981	0.002724	-0.037025	-0.029759	-0.081291	-0.062250	-0.092866	0.061954	-0.123962	0.033184	0.156567	-0.002250	-0.034341	-0.084430	0.008825	-0.007305	0.006550	-0.083850	0.133244	0.085130	0.180922	0.193775	-0.083081	0.013996	0.026550	-0.047043	-0.051037	-0.032119	-0.094925	-0.075282	-0.012733	0.085843	-0.019051	-0.000620	-0.008096	-0.074510	0.176847	-0.225666	-0.111080	-0.082612	0.036868	0.614511	1.000000	0.172505	0.012137	0.001288	-0.011704	-0.009825	-0.034590	0.064096	-0.003815	0.017215	-0.032402	0.031814	-0.048994	-0.111948
Pavedd_Drive	0.009264	0.025812	0.166174	-0.073221	-0.002975	0.011236	-0.095145	0.083982	-0.007373	-0.076466	0.017967	-0.051273	-0.088015	-0.008939	0.036622	-0.109854	-0.200905	0.082212	-0.396079	-0.193869	0.043745	-0.019982	0.027556	0.027364	-0.173846	-0.141995	-0.104519	0.139333	-0.169464	-0.128992	0.145939	0.021830	-0.051033	-0.175264	-0.037024	-0.067606	0.020979	-0.185897	0.141844	0.223155	0.275623	0.220180	-0.147559	0.034728	0.076224	-0.072665	-0.114856	-0.012861	-0.139108	-0.087258	0.032320	0.110811	-0.004722	-0.008920	-0.018800	-0.084498	0.231340	-0.183306	-0.156528	-0.254116	-0.024986	0.120215	0.172505	1.000000	0.035957	-0.014098	0.023508	-0.023801	-0.037590	-0.019345	0.026391	-0.009247	-0.016031	0.053326	-0.038460	-0.209054
W_Deck_Area	0.012809	-0.000923	-0.001733	0.039990	0.030025	0.013803	0.061781	0.056823	-0.002953	0.020470	-0.002534	0.010359	-0.007133	0.032850	0.006358	-0.040984	0.034516	0.045563	0.007441	0.045620	-0.000812	0.044853	-0.005093	-0.010467	0.006241	0.015155	0.054695	-0.021088	-0.012927	0.020465	0.011564	0.012755	0.013533	0.036518	0.035338	0.006073	-0.010075	0.030046	0.056147	-0.000467	0.028400	-0.031756	0.046259	0.005865	0.004136	0.039288	0.021359	0.007716	0.023177	0.023130	0.009506	-0.021768	0.045899	0.027160	-0.016477	0.040411	-0.047552	0.004376	0.044619	0.007406	-0.013644	0.001258	0.012137	0.035957	1.000000	-0.029247	-0.054954	-0.020934	-0.027602	-0.004103	-0.000344	0.025610	0.033614	-0.028385	0.038855	0.042814
Open_Lobby_Area	0.047452	-0.024260	-0.012063	0.042114	0.032699	-0.018822	0.016693	-0.006090	0.030122	0.012528	0.006624	-0.041814	0.011361	-0.062403	-0.016710	0.004882	-0.036792	0.004575	-0.045182	-0.061111	0.035051	0.000697	-0.018898	-0.022939	0.022255	0.001187	-0.020047	0.000503	-0.035529	-0.047363	0.019926	0.020072	0.040637	0.038410	-0.022590	-0.024431	-0.036021	-0.005323	0.007326	0.038593	-0.013771	-0.035756	0.030272	-0.037295	-0.031299	-0.011602	-0.003263	0.011794	-0.007260	-0.024593	0.001606	0.023516	-0.041207	-0.002276	-0.038422	0.042723	-0.011126	-0.042241	-0.010162	-0.014276	0.029191	0.003377	0.001288	-0.014098	-0.029247	1.000000	0.006178	-0.015663	0.066338	0.008181	-0.020327	-0.027465	0.021557	0.003469	0.000217	-0.010131
Enclosed_Lobby_Area	-0.025416	0.030441	0.021052	-0.014009	0.003951	0.002879	-0.029670	0.037969	-0.017320	-0.042149	0.028861	-0.047463	0.016975	-0.015373	0.021610	-0.012208	0.018161	-0.042148	-0.006849	-0.010810	0.019829	-0.007643	0.009420	0.021776	0.006532	0.013441	0.017533	0.005998	-0.021380	0.012371	0.068895	0.012108	0.005660	0.007652	-0.021072	-0.016625	0.007724	0.009623	-0.004455	-0.001498	0.019624	0.010519	0.025440	-0.005074	-0.007902	0.013771	0.025902	-0.032112	0.001873	-0.008560	-0.005546	0.003137	0.036039	-0.007173	-0.041752	0.049195	-0.001360	-0.000272	-0.026175	0.021136	-0.003719	-0.024105	-0.011704	0.023508	-0.054954	0.006178	1.000000	0.032717	0.051263	0.013138	-0.025895	-0.027018	-0.019800	-0.034601	-0.002685	0.020789
Three_Season_Lobby_Area	-0.046545	-0.043906	-0.046685	0.064987	0.020418	-0.007479	0.030530	0.047621	-0.003048	0.058874	0.008676	-0.024273	0.070608	-0.003695	-0.035391	-0.026980	0.030314	0.025535	0.031339	0.045224	0.017608	-0.029965	-0.037193	-0.017672	0.025788	0.018697	0.027440	-0.013036	0.046125	0.017456	-0.026777	-0.017868	0.015771	0.026525	-0.010270	-0.029897	0.020693	0.037423	-0.014850	-0.038358	-0.030714	-0.013705	0.056125	-0.024426	-0.004305	0.020606	-0.000018	0.035095	0.035284	-0.004877	-0.024465	-0.024618	0.003202	-0.006709	0.018150	0.011185	-0.061221	0.015858	0.080161	0.035696	0.010523	0.026448	-0.009825	-0.023801	-0.020934	-0.015663	0.032717	1.000000	-0.031458	-0.007997	0.000347	0.029465	0.018656	-0.009010	0.004396	0.044553
Screen_Lobby_Area	0.001653	-0.026199	-0.063862	0.037377	0.043151	0.033149	0.061273	0.017871	0.102363	-0.016218	0.052936	0.013539	0.011036	-0.008583	-0.053302	-0.025427	0.064755	0.054885	-0.050405	-0.038932	0.090807	0.089105	-0.047184	-0.020400	0.016793	0.061228	-0.004864	0.009833	-0.068690	-0.011203	-0.032137	0.026964	0.074332	0.062194	0.017688	0.089223	-0.012765	0.084581	-0.002251	0.018241	-0.051258	-0.017184	0.088807	0.040469	0.026778	0.101430	0.023363	0.032078	-0.008299	0.072693	0.044332	-0.051655	-0.002295	0.059327	-0.037950	0.184416	-0.043424	-0.089138	-0.012491	0.050323	0.017073	0.034498	-0.034590	-0.037590	-0.027602	0.066338	0.051263	-0.031458	1.000000	0.051296	0.031930	0.023196	0.010720	0.004591	-0.020057	0.111378
Pool_Area	0.057184	0.008244	-0.030725	0.178417	0.077670	-0.004416	0.056884	-0.007543	-0.001800	0.029656	-0.015516	-0.010482	0.008741	-0.002182	-0.026112	0.076612	0.065143	-0.001967	0.004940	0.005786	0.061338	-0.076880	-0.001420	-0.017612	0.000563	0.011665	0.028363	0.026064	-0.002280	0.015477	-0.021553	0.003686	-0.009471	0.140566	0.039201	0.041813	-0.035150	0.126084	-0.008768	0.037287	-0.018135	-0.019223	0.131539	0.081467	0.062152	0.170197	0.067696	0.020014	0.049573	0.022451	0.070711	-0.014535	0.046580	0.083745	0.017905	0.095058	-0.031765	-0.018168	0.008683	0.020893	0.009449	0.059934	0.064096	-0.019345	-0.004103	0.008181	0.013138	-0.007997	0.051296	1.000000	0.029665	-0.033742	-0.059683	0.011024	-0.067243	0.092389
Miscellaneous_Value	-0.006145	-0.007738	-0.017773	0.014455	0.038064	0.022729	0.025992	-0.014486	-0.002297	0.031745	-0.003532	0.000843	-0.011456	0.126812	0.024560	-0.040940	-0.031461	0.068803	-0.034396	-0.010347	0.122046	-0.006226	-0.016413	-0.014864	-0.031396	-0.029893	-0.005182	0.071621	-0.000950	-0.028205	0.003714	0.057087	0.031351	0.003623	0.019703	0.005034	-0.023903	-0.018453	-0.006004	0.007958	0.002462	-0.022290	-0.021082	0.016153	-0.003800	-0.002446	-0.022990	-0.007381	-0.014357	0.001365	0.007777	0.062329	-0.028727	0.024745	-0.050241	0.001352	-0.005899	-0.029698	0.050877	-0.043158	-0.011799	-0.001893	-0.003815	0.026391	-0.000344	-0.020327	-0.025895	0.000347	0.031930	0.029665	1.000000	-0.006502	0.004915	0.015793	0.013040	-0.021216
Month_Sold	0.021336	-0.013660	0.030932	0.007270	0.001200	-0.003695	0.024545	0.053379	-0.051554	-0.024867	0.007053	0.023156	-0.009871	0.004046	-0.034833	0.025687	0.070766	-0.003480	0.012382	0.021418	0.024558	0.037711	-0.005057	-0.017771	0.023550	-0.005870	0.022821	-0.024346	-0.005462	0.006640	0.015947	-0.000105	-0.005892	-0.015662	-0.026623	-0.015099	0.034820	0.013234	-0.003612	-0.004470	-0.009867	-0.000524	0.031392	0.035107	-0.022184	0.050204	-0.025281	0.032854	0.055809	-0.008954	0.046558	0.026572	0.032322	0.036883	0.015770	0.046294	0.004085	0.000332	-0.006738	0.040453	0.023323	-0.008291	0.017215	-0.009247	0.025610	-0.027465	-0.027018	0.029465	0.023196	-0.033742	-0.006502	1.000000	-0.145712	-0.047362	0.013338	0.046401
Year_Sold	0.000548	-0.021330	-0.002790	0.010268	-0.014256	0.025050	-0.038672	-0.025558	0.023355	0.011410	-0.002283	0.036790	-0.009816	-0.021492	-0.003135	-0.017955	-0.027277	0.043916	-0.013598	0.035846	0.014670	-0.017789	-0.040092	-0.034682	0.016455	-0.008109	0.036017	0.042811	0.008907	-0.036789	-0.049494	-0.039413	0.001472	0.014282	0.037010	0.031587	-0.041179	-0.015013	0.010972	-0.028690	0.009445	-0.036942	-0.013627	-0.028631	-0.028910	-0.036482	0.066972	-0.046502	-0.019578	-0.010391	-0.036030	0.031708	0.008119	-0.034487	-0.058826	-0.024013	0.007138	0.001821	0.007005	-0.039034	0.008717	-0.060201	-0.032402	-0.016031	0.033614	0.021557	-0.019800	0.018656	0.010720	-0.059683	0.004915	-0.145712	1.000000	-0.002357	0.003861	-0.028884
Sale_Type	0.019422	0.012656	-0.073032	-0.025095	0.012305	-0.014326	0.011669	0.021163	-0.126768	0.000737	0.054910	-0.036779	-0.002330	0.004855	-0.027797	0.048705	-0.060316	0.095193	-0.052383	0.019861	0.007286	0.009670	0.012006	0.020299	-0.087432	-0.055677	-0.079761	-0.010511	0.018037	-0.041549	-0.022976	0.002393	0.021151	0.005351	0.015462	-0.030322	-0.088893	-0.095091	0.014102	-0.002534	0.004109	0.008705	-0.118494	0.053529	0.014471	-0.041378	0.029065	0.001729	-0.035252	0.031564	0.034090	-0.009745	-0.019320	-0.041187	0.009521	0.014494	0.039945	-0.029012	-0.041086	-0.068101	0.004861	0.035018	0.031814	0.053326	-0.028385	0.003469	-0.034601	-0.009010	0.004591	0.011024	0.015793	-0.047362	-0.002357	1.000000	0.184031	-0.054826
Sale_Condition	-0.006059	-0.024822	-0.102372	0.053831	0.034178	-0.006055	0.048544	-0.000797	-0.089698	-0.014006	-0.043064	0.021998	0.057753	0.045079	-0.044600	0.022834	0.193861	0.017705	0.201080	0.221898	0.027632	-0.038554	0.062742	0.068935	0.090876	0.087971	0.167208	-0.051639	0.135721	0.147923	-0.042505	0.037896	-0.071195	0.032742	-0.041545	-0.059355	0.097893	0.110798	0.008312	-0.096298	-0.071131	-0.105900	0.075861	0.037974	-0.070745	0.080808	0.011233	-0.059232	0.144064	0.071997	-0.017382	-0.066085	0.120499	0.070709	0.021618	0.105788	-0.102534	0.156101	0.099808	0.185159	0.010905	-0.041148	-0.048994	-0.038460	0.038855	0.000217	-0.002685	0.004396	-0.020057	-0.067243	0.013040	0.013338	0.003861	0.184031	1.000000	0.213168
Sale_Price	-0.021441	-0.084563	-0.183794	0.330778	0.263843	-0.041057	0.257229	0.072960	-0.014323	0.092175	0.051091	0.210667	0.091150	0.007504	-0.174029	0.180035	0.790972	-0.077754	0.522877	0.507015	0.156163	0.134611	0.103276	0.103471	0.386090	0.475474	0.567546	-0.128137	0.345630	0.495336	-0.133348	0.186202	-0.212473	0.386783	-0.080648	-0.010952	0.214281	0.613792	-0.106717	-0.369809	-0.251426	-0.230347	0.605971	0.319193	-0.025642	0.708584	0.227551	-0.016915	0.560604	0.284626	0.168272	-0.135979	0.460414	0.533682	0.110367	0.466828	-0.365961	0.397678	0.336792	0.640383	0.010993	-0.055321	-0.111948	-0.209054	0.042814	-0.010131	0.020789	0.044553	0.111378	0.092389	-0.021216	0.046401	-0.028884	-0.054826	0.213168	1.000000

# check correlation matrix, darker means more correlation
corrmat = train3.corr()
f, aX_train3 = plt.subplots(figsize=(16, 9))
sns.heatmap(corrmat, vmax=.8, square=True);

plt.figure(figsize=(10,8))
bar=sns.distplot(train3["Sale_Price"])
bar.legend(["Skewness:{:.2f}".format(train3["Sale_Price"].skew())])

<matplotlib.legend.Legend at 0x2ad386fba90>

plt.figure(figsize=(25,25))
heatmap=sns.heatmap(train3.corr(),cmap = "coolwarm" , annot= True , linewidth=2)
bottom, top = heatmap.get_ylim()
heatmap.set_ylim(bottom + 0.5, top - 0.5)
plt.title("Heatmap using seaborn Method")
plt.show()

hig_corr = train3.corr()
hig_corr_features = hig_corr.index[abs(hig_corr["Sale_Price"]) >= 0.5]
hig_corr_features

Index(['Overall_Material', 'Construction_Year', 'Remodel_Year',
       'Exterior_Material', 'Total_Basement_Area', 'First_Floor_Area',
       'Grade_Living_Area', 'Full_Bathroom_Above_Grade', 'Rooms_Above_Grade',
       'Garage_Size', 'Sale_Price'],
      dtype='object')

plt.figure(figsize=(10,8))
ht = sns.heatmap(train3[hig_corr_features].corr(), cmap = "coolwarm", annot=True, linewidth=3)
bottom, top = ht.get_ylim()
ht.set_ylim(bottom + 0.5, top - 0.5)

(11.5, -0.5)

skewed_feature = ['Construction_Year',
        'Total_Basement_Area', 'First_Floor_Area',
       'Grade_Living_Area']

plt.figure(figsize=(25,20))
for i in range(len(skewed_feature)):
    if i <= 28:
        plt.subplots()
        plt.subplots_adjust(hspace = 0.5, wspace = 0.5)
        sq = sns.distplot(train3[skewed_feature[i]])
        sq.legend(["Skeweness: {:.2f}".format(train3[skewed_feature[i]].skew())], fontsize = 'xx-large' )
        

<Figure size 1800x1440 with 0 Axes>

train4=train3.copy()

Outlier treatment

train3.Sale_Price.hist(bins=50)

<AxesSubplot:>

train3["Sale_Price"].describe()
figure2=train3.boxplot(column="Sale_Price" )

IQR=train3.Sale_Price.quantile(0.75)-train3.Sale_Price.quantile(0.25)
IQR

84050.0

Lower_bridge2=train3["Sale_Price"].quantile(0.25) -(IQR*3)
Upper_bridge2=train3["Sale_Price"].quantile(0.75) +(IQR*3)
print(Lower_bridge2,Upper_bridge2) 

-122200.0 466150.0

train4.loc[train4["Sale_Price"]>466150,"Sale_Price"]=466150

train4.Sale_Price.hist(bins=50)

<AxesSubplot:>

figure22=train4.boxplot(column="Sale_Price" )

train4["Sale_Price"].describe()
train3.Total_Basement_Area.hist( bins=50)

<AxesSubplot:>

train3["Total_Basement_Area"].describe()
figure1=train3.boxplot(column="Total_Basement_Area" )

Upper_bridge2=train3["Total_Basement_Area"].mean()+3*train3["Total_Basement_Area"].std() 
lower_bridge2=train3["Total_Basement_Area"].mean()-3*train3["Total_Basement_Area"].std()
print(Upper_bridge2,lower_bridge2) 

2373.768087845736 -259.18138462435104

train4.loc[train4["Total_Basement_Area"] > 2373,"Total_Basement_Area"]=2373 

figure2=train4.boxplot(column="Total_Basement_Area")

train4.Total_Basement_Area.hist(bins=50)

<AxesSubplot:>

train4["Total_Basement_Area"].describe()

count    1459.000000
mean     1052.216587
std       409.665679
min         0.000000
25%       795.500000
50%       991.000000
75%      1298.500000
max      2373.000000
Name: Total_Basement_Area, dtype: float64

train3.First_Floor_Area.hist(bins=50 )

<AxesSubplot:>

train3["First_Floor_Area"].describe()
figure3=train3.boxplot(column="First_Floor_Area" )

Upper_bridge3=train3["First_Floor_Area"].mean()+3*train3["First_Floor_Area"].std() 
lower_bridge3=train3["First_Floor_Area"].mean()-3*train3["First_Floor_Area"].std()
print(Upper_bridge3,lower_bridge3) 

2322.700373675161 2.4250547004389773

train4.loc[train4["First_Floor_Area"] > 2322,"First_Floor_Area"]=2322 

figure3=train4.boxplot(column="First_Floor_Area")

train4["First_Floor_Area"].describe()
train4.First_Floor_Area.hist(bins=50)

<AxesSubplot:>

train3.Grade_Living_Area.hist(bins=50 )

<AxesSubplot:>

train3["Grade_Living_Area"].describe()
figure3=train3.boxplot(column="Grade_Living_Area" )

IQR=train3.Grade_Living_Area.quantile(0.75)-train3.Grade_Living_Area.quantile(0.25)
IQR

648.5

Lower_bridge4=train3["Grade_Living_Area"].quantile(0.25) -(IQR*3)
Upper_bridge4=train3["Grade_Living_Area"].quantile(0.75) +(IQR*3)
print(Lower_bridge4,Upper_bridge4) 

-816.5 3723.0

train4.loc[train4["Grade_Living_Area"]>3723,"Grade_Living_Area"]=3723

figure4=train4.boxplot(column="Grade_Living_Area")

train4["Grade_Living_Area"].describe()
train4.Grade_Living_Area.hist(bins=50)

<AxesSubplot:>

plt.figure(figsize=(10,8))
bar=sns.distplot(train4["Sale_Price"])
bar.legend(["Skewness:{:.2f}".format(train4["Sale_Price"].skew())])

<matplotlib.legend.Legend at 0x2ad3eb1adf0>

train5=train4.copy()
train5.shape

(1459, 76)

Linear Regression Model

train_x=train5.iloc[:,1:-1]
train_y=train5.iloc[:,-1]
test_x=test3.iloc[:,1:]

train_x.head()

	Building_Class	Zoning_Class	Lot_Extent	Lot_Size	Road_Type	Property_Shape	Land_Outline	Utility_Type	Lot_Configuration	Property_Slope	Neighborhood	Condition1	Condition2	House_Type	House_Design	Overall_Material	House_Condition	Construction_Year	Remodel_Year	Roof_Design	Roof_Quality	Exterior1st	Exterior2nd	Brick_Veneer_Type	Brick_Veneer_Area	Exterior_Material	Exterior_Condition	Foundation_Type	Basement_Height	Basement_Condition	Exposure_Level	BsmtFinType1	BsmtFinSF1	BsmtFinType2	BsmtFinSF2	BsmtUnfSF	Total_Basement_Area	Heating_Type	Heating_Quality	Air_Conditioning	Electrical_System	First_Floor_Area	Second_Floor_Area	LowQualFinSF	Grade_Living_Area	Underground_Full_Bathroom	Underground_Half_Bathroom	Full_Bathroom_Above_Grade	Half_Bathroom_Above_Grade	Bedroom_Above_Grade	Kitchen_Above_Grade	Kitchen_Quality	Rooms_Above_Grade	Functional_Rate	Fireplaces	Garage	Garage_Built_Year	Garage_Finish_Year	Garage_Size	Garage_Area	Garage_Quality	Garage_Condition	Pavedd_Drive	W_Deck_Area	Open_Lobby_Area	Enclosed_Lobby_Area	Three_Season_Lobby_Area	Screen_Lobby_Area	Pool_Area	Miscellaneous_Value	Month_Sold	Year_Sold	Sale_Type	Sale_Condition
0	60	0	65.0	8450	0	0	0	0	0	0	5	2	2	0	5	7	5	2003	2003	0	4	12	13	1	196.0	1	0	2	1	0	0	1	706	0	0	150	856	0	0	0	0	856	854	0	1710	1	0	2	1	3	1	1	8	7	0	2	2003.0	2	2	1085.793744	0	0	0	163.788080	69.596115	20.337934	0	0	0	0	2	2008	8	4
1	20	0	80.0	9600	0	0	0	0	3	0	24	1	2	0	2	6	8	1976	1976	0	4	8	8	0	0.0	0	0	1	1	0	2	2	978	0	0	284	1262	0	0	0	0	1262	0	0	1262	0	1	2	0	3	1	0	6	7	1	2	1976.0	2	2	196.316304	0	0	0	198.900074	74.716033	15.039392	0	0	0	0	5	2007	8	4
2	60	0	68.0	11250	0	1	0	0	0	0	5	2	2	0	5	7	5	2001	2002	0	4	12	13	1	162.0	1	0	2	1	0	3	1	486	0	0	434	920	0	0	0	0	920	866	0	1786	1	0	2	1	3	1	1	6	7	1	2	2001.0	2	2	218.068403	0	0	0	26.127533	32.085268	-46.232198	0	0	0	0	9	2008	8	4
3	70	0	60.0	9550	0	1	0	0	1	0	6	2	2	0	5	7	5	1915	1970	0	4	13	15	0	0.0	0	0	0	0	1	0	2	216	0	0	540	756	0	2	0	0	961	756	0	1717	1	0	1	0	3	1	1	7	7	1	6	1998.0	0	3	696.996439	0	0	0	46.948018	40.181415	60.921821	0	0	0	0	2	2006	8	0
4	60	0	84.0	14260	0	1	0	0	3	0	15	2	2	0	5	8	5	2000	2000	0	4	12	13	1	350.0	1	0	2	1	0	1	1	655	0	0	490	1145	0	0	0	0	1145	1053	0	2198	1	0	2	1	4	1	1	9	7	1	2	2000.0	2	3	568.859882	0	0	0	-10.626105	20.755323	21.788818	0	0	0	0	12	2008	8	4

train_y.head()

0    208500
1    181500
2    223500
3    140000
4    250000
Name: Sale_Price, dtype: int64

train_x.shape,train_y.shape,test_x.shape

((1459, 74), (1459,), (1459, 74))

import sklearn
from sklearn.model_selection import train_test_split

train_xtrain,train_xtest,train_ytrain,train_ytest=train_test_split(train_x,train_y,test_size=0.3,random_state=101 )

train_xtrain.shape,train_xtest.shape,train_ytrain.shape,train_ytest.shape

((1021, 74), (438, 74), (1021,), (438,))

from sklearn import linear_model
ln=linear_model.LinearRegression()

ln.fit(train_xtrain,train_ytrain)

LinearRegression()

predd=ln.predict(train_xtest)

ln.coef_

array([-4.95676314e+01, -1.93558925e+03,  1.94036213e+01,  6.17238791e-01,
       -3.98437312e+04,  1.78835544e+03,  7.53123029e+02, -2.12953618e+04,
       -1.16637619e+03, -2.13787567e+02,  2.74328180e+02, -1.20023460e+03,
       -1.18470278e+04, -3.16469324e+03, -5.22744728e+02,  1.10898462e+04,
        5.35668259e+03,  2.81390646e+02,  6.48305067e+01,  1.22697854e+03,
       -4.94684646e+03, -6.77352102e+02,  4.02787698e+02, -2.42535217e+03,
        2.55660755e+01,  8.91793857e+03,  2.33048711e+02,  1.80063129e+03,
        4.57155517e+03, -1.57397798e+03,  3.74974587e+03, -1.34522244e+03,
       -6.06502545e+01,  9.52452478e+02, -7.72647561e+01, -8.53326994e+01,
        1.05199995e+02, -6.32096732e+03, -1.01344622e+03,  7.90445318e+03,
        8.09513980e+02, -7.16359381e+01, -7.11740014e+01, -1.32705988e+02,
        1.26373729e+02,  3.41041975e+02, -3.86279435e+03, -4.69664996e+03,
       -1.67271060e+03, -4.75705304e+03, -1.97588485e+04,  6.27973818e+03,
        2.95399974e+03,  2.93402982e+03,  3.45487775e+03,  1.22293470e+03,
        9.84420450e+01, -1.21279383e+03,  7.29879418e+03, -1.46882675e+00,
        3.15527308e+03, -2.18871358e+03, -1.57975581e+03, -5.68420434e+00,
        5.10123666e+00,  1.57260258e+01,  2.47250687e+01,  2.19383850e+01,
        3.55407029e+01, -3.76032603e-01,  1.52970695e+02, -2.47612261e+02,
       -5.09582813e+02,  4.21045964e+03])

ln.intercept_

-412355.5575497935

rsq1=ln.score(train_xtrain,train_ytrain)
rsq1

0.8955482425742435

adjrr=1-(((1-rsq1)*(1021-1)/(1021-74-1)))
adjrr

0.8873775977016156

r=ln.predict(train_xtrain)
r

array([279903.70697868, 135709.03541423, 134629.47909662, ...,
       142940.18053477, 258781.76075545, 143388.98051161])

mean_y=train_ytrain.mean()
mean_y

180174.91087169442

SSE=np.sum(np.square(r - train_ytrain))
SSE

605412052449.5385

SSR=np.sum(np.square(r - mean_y))
SSR

5190680491804.078

from sklearn import metrics

d1_mae=metrics.mean_absolute_error(train_ytest,predd)
d1_mae

18248.31168479867

d1_mse=metrics.mean_squared_error(train_ytest,predd)
d1_mse

761516873.6738596

rmse=np.sqrt(d1_mse)
rmse

27595.595186077426

dd1=pd.DataFrame(predd,columns=["Sale_Price"])
dd1

	Sale_Price
0	192932.208543
1	179602.901040
2	75536.403027
3	164754.712801
4	172927.407899
5	193481.736357
6	329906.123564
7	195744.042325
8	166068.766551
9	153488.114718
10	149808.850657
11	193093.388157
12	230431.173524
13	154281.370843
14	99919.827119
15	102725.327826
16	256943.524186
17	272566.370601
18	129528.535287
19	138587.517581
20	124615.475414
21	374565.161282
22	182007.167317
23	217291.039729
24	67001.898424
25	99170.214380
26	121317.986175
27	175594.748145
28	126922.349187
29	122129.919656
30	214979.255828
31	137465.295821
32	274117.686834
33	203256.612664
34	143627.940738
35	111604.338084
36	346544.350497
37	155133.160498
38	364544.139758
39	229864.820859
40	184240.131744
41	192406.743547
42	208567.131360
43	127598.245087
44	233114.965646
45	189385.524891
46	112620.091931
47	123721.878149
48	149159.212920
49	32217.047482
50	126725.954681
51	153373.848586
52	114435.005742
53	137003.027791
54	176401.450353
55	61885.812018
56	108605.896337
57	132665.085600
58	194376.898982
59	155004.602950
60	188498.519392
61	161438.204581
62	84654.617564
63	284325.743004
64	208636.997619
65	261991.488958
66	205466.143791
67	182007.444451
68	152815.578647
69	155080.269865
70	162382.207594
71	153504.028709
72	209848.812631
73	108876.853187
74	52564.295336
75	320123.894597
76	130266.274554
77	75340.119508
78	211233.112667
79	72031.355443
80	120921.851091
81	242952.532503
82	194320.519149
83	153445.578549
84	127040.450768
85	261472.377545
86	202853.828503
87	113990.168941
88	152490.177571
89	137254.317922
90	184273.765395
91	291811.155203
92	171572.714071
93	106326.982512
94	86469.856346
95	265899.357285
96	198395.666898
97	283201.707238
98	110404.225195
99	215894.691481
100	103996.636808
101	214647.073728
102	139638.360885
103	115662.786584
104	27884.579549
105	129715.777256
106	66674.575860
107	258216.569779
108	195994.835670
109	225941.219027
110	132774.780753
111	155927.708047
112	231962.063751
113	134885.006486
114	177941.341590
115	132209.314629
116	216456.836135
117	111070.757972
118	92632.141341
119	160791.065094
120	271352.666428
121	130545.369709
122	182302.097622
123	76308.611870
124	163540.859138
125	231068.197169
126	108377.810593
127	170235.611986
128	132417.939757
129	293237.554135
130	111316.356295
131	298088.616702
132	378110.850094
133	240961.227311
134	142802.238387
135	142645.373081
136	207291.140519
137	137331.901305
138	76540.212514
139	216076.170079
140	371926.422608
141	157717.628981
142	135992.852235
143	86015.645784
144	415931.916468
145	260957.397183
146	195496.838714
147	251892.718237
148	232630.321479
149	161076.433655
150	112872.105163
151	291661.398949
152	126011.030393
153	134011.590539
154	155000.008222
155	267777.203133
156	203526.361103
157	148236.896656
158	200859.821171
159	179778.877219
160	176048.484886
161	326610.409208
162	42116.609484
163	135157.219700
164	307336.659572
165	138397.596651
166	115265.410167
167	58998.616973
168	113248.563745
169	235462.994365
170	109725.401136
171	97305.262889
172	128915.560430
173	144366.521986
174	110432.873084
175	257631.742831
176	122295.497877
177	272855.600621
178	291702.770635
179	124937.010848
180	100188.057600
181	237567.926532
182	192974.959365
183	244324.291980
184	149023.955535
185	259602.339795
186	221371.922344
187	209861.672936
188	142662.434677
189	110538.288876
190	118107.769277
191	98912.469846
192	102190.120787
193	113006.164285
194	228091.302923
195	313297.569172
196	244098.475202
197	83916.615417
198	137166.472398
199	239328.245204
200	80462.891933
201	198844.508198
202	108931.926695
203	201246.185846
204	197542.978095
205	258573.363525
206	140254.431761
207	81599.714391
208	164759.065940
209	264805.268970
210	193719.103202
211	228541.360148
212	385709.087578
213	180621.256693
214	250534.332885
215	252964.858224
216	183847.543315
217	55617.488607
218	78054.196998
219	168917.482449
220	233670.588292
221	116569.957609
222	203515.280502
223	221347.388709
224	160682.098758
225	174718.638211
226	195817.746066
227	134634.047851
228	211873.086280
229	157103.125988
230	189630.483474
231	202787.305673
232	144008.436855
233	133550.399185
234	258245.305046
235	151941.853699
236	177719.709283
237	156305.100022
238	106161.215298
239	306800.046678
240	168929.147232
241	140216.313036
242	132663.138597
243	185625.158053
244	96204.365120
245	238961.495545
246	235256.845747
247	151136.068623
248	180371.733499
249	111088.902869
250	176342.883633
251	293433.077277
252	116083.258857
253	228446.601935
254	204548.918239
255	184776.639224
256	154970.958881
257	301043.182366
258	114814.060545
259	106991.909898
260	253330.232908
261	153348.999185
262	134871.797431
263	186624.858502
264	157162.622744
265	271757.564365
266	257383.240909
267	203596.987840
268	127940.444969
269	175957.910112
270	289458.843067
271	217130.660644
272	119753.518091
273	154459.013705
274	147603.736358
275	268284.090778
276	122725.923791
277	156093.377114
278	203679.325452
279	354748.060594
280	40495.071504
281	259465.893156
282	213668.542808
283	215003.690082
284	176048.658037
285	150581.751528
286	287944.099603
287	278560.532140
288	203757.084702
289	210077.840479
290	199280.479146
291	225363.488603
292	158795.483562
293	56813.587451
294	159945.697859
295	128516.889378
296	176135.208710
297	139747.313630
298	194103.696198
299	166195.333982
300	110287.978089
301	133697.647337
302	142535.794577
303	256320.448014
304	131004.346393
305	171367.912659
306	142866.123312
307	116829.388843
308	127336.103102
309	163363.185438
310	131862.235923
311	163251.078076
312	125093.373346
313	116492.010524
314	114149.410767
315	220632.202249
316	146306.441919
317	167371.937231
318	108274.287943
319	121235.602688
320	153460.330843
321	169821.992247
322	174929.226131
323	120557.434210
324	218165.903711
325	98334.615675
326	181917.394938
327	237324.268093
328	364325.486269
329	320174.706995
330	295398.910242
331	163587.190361
332	100464.837977
333	146285.754691
334	137182.825513
335	364260.795408
336	83214.016494
337	168414.935549
338	204930.531189
339	246402.270304
340	179692.110219
341	42847.441135
342	293127.028174
343	202839.445350
344	167506.549343
345	141608.870794
346	131704.978387
347	114008.624781
348	135628.532533
349	220955.027228
350	141006.426866
351	152088.617978
352	69488.358570
353	217901.474530
354	140595.430056
355	210390.219148
356	199047.033867
357	190695.263692
358	244093.702996
359	106508.382287
360	135004.130423
361	368771.678046
362	154595.694560
363	115801.825532
364	192639.724455
365	115823.660498
366	264256.772828
367	220746.388941
368	223626.381753
369	237136.774070
370	52949.659245
371	190528.666130
372	161685.329434
373	97393.941989
374	194431.829880
375	132190.519734
376	227149.921226
377	282075.132620
378	113776.570567
379	77952.534005
380	258184.316237
381	308134.773864
382	223756.930798
383	113551.124912
384	135310.045759
385	164166.792027
386	297232.602322
387	145418.869908
388	216525.457770
389	115175.073526
390	257335.763498
391	247272.946783
392	336855.489466
393	256669.585764
394	256888.334239
395	231799.941659
396	157668.407940
397	157332.971034
398	94308.999287
399	186935.668788
400	62590.301564
401	286395.918811
402	164134.814285
403	205674.336249
404	349297.472902
405	169345.293908
406	78536.571158
407	316622.840658
408	225566.479631
409	247271.471424
410	237289.225883
411	197969.627155
412	199513.592749
413	320654.585970
414	206270.825605
415	114500.793464
416	157531.123350
417	162024.642669
418	122012.730600
419	213756.018862
420	157756.266283
421	403819.992456
422	132960.891221
423	116799.738601
424	141967.564984
425	127445.957314
426	136710.903698
427	207950.951112
428	235022.809281
429	332297.066320
430	111540.375262
431	42306.313073
432	203988.227718
433	94535.409276
434	238102.393232
435	221771.757840
436	315544.707740
437	222424.422809

dd2=pd.DataFrame(test3.iloc[:,0])
dd2

	Id
0	1461
1	1462
2	1463
3	1464
4	1465
5	1466
6	1467
7	1468
8	1469
9	1470
10	1471
11	1472
12	1473
13	1474
14	1475
15	1476
16	1477
17	1478
18	1479
19	1480
20	1481
21	1482
22	1483
23	1484
24	1485
25	1486
26	1487
27	1488
28	1489
29	1490
30	1491
31	1492
32	1493
33	1494
34	1495
35	1496
36	1497
37	1498
38	1499
39	1500
40	1501
41	1502
42	1503
43	1504
44	1505
45	1506
46	1507
47	1508
48	1509
49	1510
50	1511
51	1512
52	1513
53	1514
54	1515
55	1516
56	1517
57	1518
58	1519
59	1520
60	1521
61	1522
62	1523
63	1524
64	1525
65	1526
66	1527
67	1528
68	1529
69	1530
70	1531
71	1532
72	1533
73	1534
74	1535
75	1536
76	1537
77	1538
78	1539
79	1540
80	1541
81	1542
82	1543
83	1544
84	1545
85	1546
86	1547
87	1548
88	1549
89	1550
90	1551
91	1552
92	1553
93	1554
94	1555
95	1556
96	1557
97	1558
98	1559
99	1560
100	1561
101	1562
102	1563
103	1564
104	1565
105	1566
106	1567
107	1568
108	1569
109	1570
110	1571
111	1572
112	1573
113	1574
114	1575
115	1576
116	1577
117	1578
118	1579
119	1580
120	1581
121	1582
122	1583
123	1584
124	1585
125	1586
126	1587
127	1588
128	1589
129	1590
130	1591
131	1592
132	1593
133	1594
134	1595
135	1596
136	1597
137	1598
138	1599
139	1600
140	1601
141	1602
142	1603
143	1604
144	1605
145	1606
146	1607
147	1608
148	1609
149	1610
150	1611
151	1612
152	1613
153	1614
154	1615
155	1616
156	1617
157	1618
158	1619
159	1620
160	1621
161	1622
162	1623
163	1624
164	1625
165	1626
166	1627
167	1628
168	1629
169	1630
170	1631
171	1632
172	1633
173	1634
174	1635
175	1636
176	1637
177	1638
178	1639
179	1640
180	1641
181	1642
182	1643
183	1644
184	1645
185	1646
186	1647
187	1648
188	1649
189	1650
190	1651
191	1652
192	1653
193	1654
194	1655
195	1656
196	1657
197	1658
198	1659
199	1660
200	1661
201	1662
202	1663
203	1664
204	1665
205	1666
206	1667
207	1668
208	1669
209	1670
210	1671
211	1672
212	1673
213	1674
214	1675
215	1676
216	1677
217	1678
218	1679
219	1680
220	1681
221	1682
222	1683
223	1684
224	1685
225	1686
226	1687
227	1688
228	1689
229	1690
230	1691
231	1692
232	1693
233	1694
234	1695
235	1696
236	1697
237	1698
238	1699
239	1700
240	1701
241	1702
242	1703
243	1704
244	1705
245	1706
246	1707
247	1708
248	1709
249	1710
250	1711
251	1712
252	1713
253	1714
254	1715
255	1716
256	1717
257	1718
258	1719
259	1720
260	1721
261	1722
262	1723
263	1724
264	1725
265	1726
266	1727
267	1728
268	1729
269	1730
270	1731
271	1732
272	1733
273	1734
274	1735
275	1736
276	1737
277	1738
278	1739
279	1740
280	1741
281	1742
282	1743
283	1744
284	1745
285	1746
286	1747
287	1748
288	1749
289	1750
290	1751
291	1752
292	1753
293	1754
294	1755
295	1756
296	1757
297	1758
298	1759
299	1760
300	1761
301	1762
302	1763
303	1764
304	1765
305	1766
306	1767
307	1768
308	1769
309	1770
310	1771
311	1772
312	1773
313	1774
314	1775
315	1776
316	1777
317	1778
318	1779
319	1780
320	1781
321	1782
322	1783
323	1784
324	1785
325	1786
326	1787
327	1788
328	1789
329	1790
330	1791
331	1792
332	1793
333	1794
334	1795
335	1796
336	1797
337	1798
338	1799
339	1800
340	1801
341	1802
342	1803
343	1804
344	1805
345	1806
346	1807
347	1808
348	1809
349	1810
350	1811
351	1812
352	1813
353	1814
354	1815
355	1816
356	1817
357	1818
358	1819
359	1820
360	1821
361	1822
362	1823
363	1824
364	1825
365	1826
366	1827
367	1828
368	1829
369	1830
370	1831
371	1832
372	1833
373	1834
374	1835
375	1836
376	1837
377	1838
378	1839
379	1840
380	1841
381	1842
382	1843
383	1844
384	1845
385	1846
386	1847
387	1848
388	1849
389	1850
390	1851
391	1852
392	1853
393	1854
394	1855
395	1856
396	1857
397	1858
398	1859
399	1860
400	1861
401	1862
402	1863
403	1864
404	1865
405	1866
406	1867
407	1868
408	1869
409	1870
410	1871
411	1872
412	1873
413	1874
414	1875
415	1876
416	1877
417	1878
418	1879
419	1880
420	1881
421	1882
422	1883
423	1884
424	1885
425	1886
426	1887
427	1888
428	1889
429	1890
430	1891
431	1892
432	1893
433	1894
434	1895
435	1896
436	1897
437	1898
438	1899
439	1900
440	1901
441	1902
442	1903
443	1904
444	1905
445	1906
446	1907
447	1908
448	1909
449	1910
450	1911
451	1912
452	1913
453	1914
454	1915
455	1916
456	1917
457	1918
458	1919
459	1920
460	1921
461	1922
462	1923
463	1924
464	1925
465	1926
466	1927
467	1928
468	1929
469	1930
470	1931
471	1932
472	1933
473	1934
474	1935
475	1936
476	1937
477	1938
478	1939
479	1940
480	1941
481	1942
482	1943
483	1944
484	1945
485	1946
486	1947
487	1948
488	1949
489	1950
490	1951
491	1952
492	1953
493	1954
494	1955
495	1956
496	1957
497	1958
498	1959
499	1960
500	1961
501	1962
502	1963
503	1964
504	1965
505	1966
506	1967
507	1968
508	1969
509	1970
510	1971
511	1972
512	1973
513	1974
514	1975
515	1976
516	1977
517	1978
518	1979
519	1980
520	1981
521	1982
522	1983
523	1984
524	1985
525	1986
526	1987
527	1988
528	1989
529	1990
530	1991
531	1992
532	1993
533	1994
534	1995
535	1996
536	1997
537	1998
538	1999
539	2000
540	2001
541	2002
542	2003
543	2004
544	2005
545	2006
546	2007
547	2008
548	2009
549	2010
550	2011
551	2012
552	2013
553	2014
554	2015
555	2016
556	2017
557	2018
558	2019
559	2020
560	2021
561	2022
562	2023
563	2024
564	2025
565	2026
566	2027
567	2028
568	2029
569	2030
570	2031
571	2032
572	2033
573	2034
574	2035
575	2036
576	2037
577	2038
578	2039
579	2040
580	2041
581	2042
582	2043
583	2044
584	2045
585	2046
586	2047
587	2048
588	2049
589	2050
590	2051
591	2052
592	2053
593	2054
594	2055
595	2056
596	2057
597	2058
598	2059
599	2060
600	2061
601	2062
602	2063
603	2064
604	2065
605	2066
606	2067
607	2068
608	2069
609	2070
610	2071
611	2072
612	2073
613	2074
614	2075
615	2076
616	2077
617	2078
618	2079
619	2080
620	2081
621	2082
622	2083
623	2084
624	2085
625	2086
626	2087
627	2088
628	2089
629	2090
630	2091
631	2092
632	2093
633	2094
634	2095
635	2096
636	2097
637	2098
638	2099
639	2100
640	2101
641	2102
642	2103
643	2104
644	2105
645	2106
646	2107
647	2108
648	2109
649	2110
650	2111
651	2112
652	2113
653	2114
654	2115
655	2116
656	2117
657	2118
658	2119
659	2120
660	2121
661	2122
662	2123
663	2124
664	2125
665	2126
666	2127
667	2128
668	2129
669	2130
670	2131
671	2132
672	2133
673	2134
674	2135
675	2136
676	2137
677	2138
678	2139
679	2140
680	2141
681	2142
682	2143
683	2144
684	2145
685	2146
686	2147
687	2148
688	2149
689	2150
690	2151
691	2152
692	2153
693	2154
694	2155
695	2156
696	2157
697	2158
698	2159
699	2160
700	2161
701	2162
702	2163
703	2164
704	2165
705	2166
706	2167
707	2168
708	2169
709	2170
710	2171
711	2172
712	2173
713	2174
714	2175
715	2176
716	2177
717	2178
718	2179
719	2180
720	2181
721	2182
722	2183
723	2184
724	2185
725	2186
726	2187
727	2188
728	2189
729	2190
730	2191
731	2192
732	2193
733	2194
734	2195
735	2196
736	2197
737	2198
738	2199
739	2200
740	2201
741	2202
742	2203
743	2204
744	2205
745	2206
746	2207
747	2208
748	2209
749	2210
750	2211
751	2212
752	2213
753	2214
754	2215
755	2216
756	2217
757	2218
758	2219
759	2220
760	2221
761	2222
762	2223
763	2224
764	2225
765	2226
766	2227
767	2228
768	2229
769	2230
770	2231
771	2232
772	2233
773	2234
774	2235
775	2236
776	2237
777	2238
778	2239
779	2240
780	2241
781	2242
782	2243
783	2244
784	2245
785	2246
786	2247
787	2248
788	2249
789	2250
790	2251
791	2252
792	2253
793	2254
794	2255
795	2256
796	2257
797	2258
798	2259
799	2260
800	2261
801	2262
802	2263
803	2264
804	2265
805	2266
806	2267
807	2268
808	2269
809	2270
810	2271
811	2272
812	2273
813	2274
814	2275
815	2276
816	2277
817	2278
818	2279
819	2280
820	2281
821	2282
822	2283
823	2284
824	2285
825	2286
826	2287
827	2288
828	2289
829	2290
830	2291
831	2292
832	2293
833	2294
834	2295
835	2296
836	2297
837	2298
838	2299
839	2300
840	2301
841	2302
842	2303
843	2304
844	2305
845	2306
846	2307
847	2308
848	2309
849	2310
850	2311
851	2312
852	2313
853	2314
854	2315
855	2316
856	2317
857	2318
858	2319
859	2320
860	2321
861	2322
862	2323
863	2324
864	2325
865	2326
866	2327
867	2328
868	2329
869	2330
870	2331
871	2332
872	2333
873	2334
874	2335
875	2336
876	2337
877	2338
878	2339
879	2340
880	2341
881	2342
882	2343
883	2344
884	2345
885	2346
886	2347
887	2348
888	2349
889	2350
890	2351
891	2352
892	2353
893	2354
894	2355
895	2356
896	2357
897	2358
898	2359
899	2360
900	2361
901	2362
902	2363
903	2364
904	2365
905	2366
906	2367
907	2368
908	2369
909	2370
910	2371
911	2372
912	2373
913	2374
914	2375
915	2376
916	2377
917	2378
918	2379
919	2380
920	2381
921	2382
922	2383
923	2384
924	2385
925	2386
926	2387
927	2388
928	2389
929	2390
930	2391
931	2392
932	2393
933	2394
934	2395
935	2396
936	2397
937	2398
938	2399
939	2400
940	2401
941	2402
942	2403
943	2404
944	2405
945	2406
946	2407
947	2408
948	2409
949	2410
950	2411
951	2412
952	2413
953	2414
954	2415
955	2416
956	2417
957	2418
958	2419
959	2420
960	2421
961	2422
962	2423
963	2424
964	2425
965	2426
966	2427
967	2428
968	2429
969	2430
970	2431
971	2432
972	2433
973	2434
974	2435
975	2436
976	2437
977	2438
978	2439
979	2440
980	2441
981	2442
982	2443
983	2444
984	2445
985	2446
986	2447
987	2448
988	2449
989	2450
990	2451
991	2452
992	2453
993	2454
994	2455
995	2456
996	2457
997	2458
998	2459
999	2460
1000	2461
1001	2462
1002	2463
1003	2464
1004	2465
1005	2466
1006	2467
1007	2468
1008	2469
1009	2470
1010	2471
1011	2472
1012	2473
1013	2474
1014	2475
1015	2476
1016	2477
1017	2478
1018	2479
1019	2480
1020	2481
1021	2482
1022	2483
1023	2484
1024	2485
1025	2486
1026	2487
1027	2488
1028	2489
1029	2490
1030	2491
1031	2492
1032	2493
1033	2494
1034	2495
1035	2496
1036	2497
1037	2498
1038	2499
1039	2500
1040	2501
1041	2502
1042	2503
1043	2504
1044	2505
1045	2506
1046	2507
1047	2508
1048	2509
1049	2510
1050	2511
1051	2512
1052	2513
1053	2514
1054	2515
1055	2516
1056	2517
1057	2518
1058	2519
1059	2520
1060	2521
1061	2522
1062	2523
1063	2524
1064	2525
1065	2526
1066	2527
1067	2528
1068	2529
1069	2530
1070	2531
1071	2532
1072	2533
1073	2534
1074	2535
1075	2536
1076	2537
1077	2538
1078	2539
1079	2540
1080	2541
1081	2542
1082	2543
1083	2544
1084	2545
1085	2546
1086	2547
1087	2548
1088	2549
1089	2550
1090	2551
1091	2552
1092	2553
1093	2554
1094	2555
1095	2556
1096	2557
1097	2558
1098	2559
1099	2560
1100	2561
1101	2562
1102	2563
1103	2564
1104	2565
1105	2566
1106	2567
1107	2568
1108	2569
1109	2570
1110	2571
1111	2572
1112	2573
1113	2574
1114	2575
1115	2576
1116	2577
1117	2578
1118	2579
1119	2580
1120	2581
1121	2582
1122	2583
1123	2584
1124	2585
1125	2586
1126	2587
1127	2588
1128	2589
1129	2590
1130	2591
1131	2592
1132	2593
1133	2594
1134	2595
1135	2596
1136	2597
1137	2598
1138	2599
1139	2600
1140	2601
1141	2602
1142	2603
1143	2604
1144	2605
1145	2606
1146	2607
1147	2608
1148	2609
1149	2610
1150	2611
1151	2612
1152	2613
1153	2614
1154	2615
1155	2616
1156	2617
1157	2618
1158	2619
1159	2620
1160	2621
1161	2622
1162	2623
1163	2624
1164	2625
1165	2626
1166	2627
1167	2628
1168	2629
1169	2630
1170	2631
1171	2632
1172	2633
1173	2634
1174	2635
1175	2636
1176	2637
1177	2638
1178	2639
1179	2640
1180	2641
1181	2642
1182	2643
1183	2644
1184	2645
1185	2646
1186	2647
1187	2648
1188	2649
1189	2650
1190	2651
1191	2652
1192	2653
1193	2654
1194	2655
1195	2656
1196	2657
1197	2658
1198	2659
1199	2660
1200	2661
1201	2662
1202	2663
1203	2664
1204	2665
1205	2666
1206	2667
1207	2668
1208	2669
1209	2670
1210	2671
1211	2672
1212	2673
1213	2674
1214	2675
1215	2676
1216	2677
1217	2678
1218	2679
1219	2680
1220	2681
1221	2682
1222	2683
1223	2684
1224	2685
1225	2686
1226	2687
1227	2688
1228	2689
1229	2690
1230	2691
1231	2692
1232	2693
1233	2694
1234	2695
1235	2696
1236	2697
1237	2698
1238	2699
1239	2700
1240	2701
1241	2702
1242	2703
1243	2704
1244	2705
1245	2706
1246	2707
1247	2708
1248	2709
1249	2710
1250	2711
1251	2712
1252	2713
1253	2714
1254	2715
1255	2716
1256	2717
1257	2718
1258	2719
1259	2720
1260	2721
1261	2722
1262	2723
1263	2724
1264	2725
1265	2726
1266	2727
1267	2728
1268	2729
1269	2730
1270	2731
1271	2732
1272	2733
1273	2734
1274	2735
1275	2736
1276	2737
1277	2738
1278	2739
1279	2740
1280	2741
1281	2742
1282	2743
1283	2744
1284	2745
1285	2746
1286	2747
1287	2748
1288	2749
1289	2750
1290	2751
1291	2752
1292	2753
1293	2754
1294	2755
1295	2756
1296	2757
1297	2758
1298	2759
1299	2760
1300	2761
1301	2762
1302	2763
1303	2764
1304	2765
1305	2766
1306	2767
1307	2768
1308	2769
1309	2770
1310	2771
1311	2772
1312	2773
1313	2774
1314	2775
1315	2776
1316	2777
1317	2778
1318	2779
1319	2780
1320	2781
1321	2782
1322	2783
1323	2784
1324	2785
1325	2786
1326	2787
1327	2788
1328	2789
1329	2790
1330	2791
1331	2792
1332	2793
1333	2794
1334	2795
1335	2796
1336	2797
1337	2798
1338	2799
1339	2800
1340	2801
1341	2802
1342	2803
1343	2804
1344	2805
1345	2806
1346	2807
1347	2808
1348	2809
1349	2810
1350	2811
1351	2812
1352	2813
1353	2814
1354	2815
1355	2816
1356	2817
1357	2818
1358	2819
1359	2820
1360	2821
1361	2822
1362	2823
1363	2824
1364	2825
1365	2826
1366	2827
1367	2828
1368	2829
1369	2830
1370	2831
1371	2832
1372	2833
1373	2834
1374	2835
1375	2836
1376	2837
1377	2838
1378	2839
1379	2840
1380	2841
1381	2842
1382	2843
1383	2844
1384	2845
1385	2846
1386	2847
1387	2848
1388	2849
1389	2850
1390	2851
1391	2852
1392	2853
1393	2854
1394	2855
1395	2856
1396	2857
1397	2858
1398	2859
1399	2860
1400	2861
1401	2862
1402	2863
1403	2864
1404	2865
1405	2866
1406	2867
1407	2868
1408	2869
1409	2870
1410	2871
1411	2872
1412	2873
1413	2874
1414	2875
1415	2876
1416	2877
1417	2878
1418	2879
1419	2880
1420	2881
1421	2882
1422	2883
1423	2884
1424	2885
1425	2886
1426	2887
1427	2888
1428	2889
1429	2890
1430	2891
1431	2892
1432	2893
1433	2894
1434	2895
1435	2896
1436	2897
1437	2898
1438	2899
1439	2900
1440	2901
1441	2902
1442	2903
1443	2904
1444	2905
1445	2906
1446	2907
1447	2908
1448	2909
1449	2910
1450	2911
1451	2912
1452	2913
1453	2914
1454	2915
1455	2916
1456	2917
1457	2918
1458	2919

dd3=pd.concat([dd2,dd1],axis=1)
dd3

	Id	Sale_Price
0	1461	192932.208543
1	1462	179602.901040
2	1463	75536.403027
3	1464	164754.712801
4	1465	172927.407899
5	1466	193481.736357
6	1467	329906.123564
7	1468	195744.042325
8	1469	166068.766551
9	1470	153488.114718
10	1471	149808.850657
11	1472	193093.388157
12	1473	230431.173524
13	1474	154281.370843
14	1475	99919.827119
15	1476	102725.327826
16	1477	256943.524186
17	1478	272566.370601
18	1479	129528.535287
19	1480	138587.517581
20	1481	124615.475414
21	1482	374565.161282
22	1483	182007.167317
23	1484	217291.039729
24	1485	67001.898424
25	1486	99170.214380
26	1487	121317.986175
27	1488	175594.748145
28	1489	126922.349187
29	1490	122129.919656
30	1491	214979.255828
31	1492	137465.295821
32	1493	274117.686834
33	1494	203256.612664
34	1495	143627.940738
35	1496	111604.338084
36	1497	346544.350497
37	1498	155133.160498
38	1499	364544.139758
39	1500	229864.820859
40	1501	184240.131744
41	1502	192406.743547
42	1503	208567.131360
43	1504	127598.245087
44	1505	233114.965646
45	1506	189385.524891
46	1507	112620.091931
47	1508	123721.878149
48	1509	149159.212920
49	1510	32217.047482
50	1511	126725.954681
51	1512	153373.848586
52	1513	114435.005742
53	1514	137003.027791
54	1515	176401.450353
55	1516	61885.812018
56	1517	108605.896337
57	1518	132665.085600
58	1519	194376.898982
59	1520	155004.602950
60	1521	188498.519392
61	1522	161438.204581
62	1523	84654.617564
63	1524	284325.743004
64	1525	208636.997619
65	1526	261991.488958
66	1527	205466.143791
67	1528	182007.444451
68	1529	152815.578647
69	1530	155080.269865
70	1531	162382.207594
71	1532	153504.028709
72	1533	209848.812631
73	1534	108876.853187
74	1535	52564.295336
75	1536	320123.894597
76	1537	130266.274554
77	1538	75340.119508
78	1539	211233.112667
79	1540	72031.355443
80	1541	120921.851091
81	1542	242952.532503
82	1543	194320.519149
83	1544	153445.578549
84	1545	127040.450768
85	1546	261472.377545
86	1547	202853.828503
87	1548	113990.168941
88	1549	152490.177571
89	1550	137254.317922
90	1551	184273.765395
91	1552	291811.155203
92	1553	171572.714071
93	1554	106326.982512
94	1555	86469.856346
95	1556	265899.357285
96	1557	198395.666898
97	1558	283201.707238
98	1559	110404.225195
99	1560	215894.691481
100	1561	103996.636808
101	1562	214647.073728
102	1563	139638.360885
103	1564	115662.786584
104	1565	27884.579549
105	1566	129715.777256
106	1567	66674.575860
107	1568	258216.569779
108	1569	195994.835670
109	1570	225941.219027
110	1571	132774.780753
111	1572	155927.708047
112	1573	231962.063751
113	1574	134885.006486
114	1575	177941.341590
115	1576	132209.314629
116	1577	216456.836135
117	1578	111070.757972
118	1579	92632.141341
119	1580	160791.065094
120	1581	271352.666428
121	1582	130545.369709
122	1583	182302.097622
123	1584	76308.611870
124	1585	163540.859138
125	1586	231068.197169
126	1587	108377.810593
127	1588	170235.611986
128	1589	132417.939757
129	1590	293237.554135
130	1591	111316.356295
131	1592	298088.616702
132	1593	378110.850094
133	1594	240961.227311
134	1595	142802.238387
135	1596	142645.373081
136	1597	207291.140519
137	1598	137331.901305
138	1599	76540.212514
139	1600	216076.170079
140	1601	371926.422608
141	1602	157717.628981
142	1603	135992.852235
143	1604	86015.645784
144	1605	415931.916468
145	1606	260957.397183
146	1607	195496.838714
147	1608	251892.718237
148	1609	232630.321479
149	1610	161076.433655
150	1611	112872.105163
151	1612	291661.398949
152	1613	126011.030393
153	1614	134011.590539
154	1615	155000.008222
155	1616	267777.203133
156	1617	203526.361103
157	1618	148236.896656
158	1619	200859.821171
159	1620	179778.877219
160	1621	176048.484886
161	1622	326610.409208
162	1623	42116.609484
163	1624	135157.219700
164	1625	307336.659572
165	1626	138397.596651
166	1627	115265.410167
167	1628	58998.616973
168	1629	113248.563745
169	1630	235462.994365
170	1631	109725.401136
171	1632	97305.262889
172	1633	128915.560430
173	1634	144366.521986
174	1635	110432.873084
175	1636	257631.742831
176	1637	122295.497877
177	1638	272855.600621
178	1639	291702.770635
179	1640	124937.010848
180	1641	100188.057600
181	1642	237567.926532
182	1643	192974.959365
183	1644	244324.291980
184	1645	149023.955535
185	1646	259602.339795
186	1647	221371.922344
187	1648	209861.672936
188	1649	142662.434677
189	1650	110538.288876
190	1651	118107.769277
191	1652	98912.469846
192	1653	102190.120787
193	1654	113006.164285
194	1655	228091.302923
195	1656	313297.569172
196	1657	244098.475202
197	1658	83916.615417
198	1659	137166.472398
199	1660	239328.245204
200	1661	80462.891933
201	1662	198844.508198
202	1663	108931.926695
203	1664	201246.185846
204	1665	197542.978095
205	1666	258573.363525
206	1667	140254.431761
207	1668	81599.714391
208	1669	164759.065940
209	1670	264805.268970
210	1671	193719.103202
211	1672	228541.360148
212	1673	385709.087578
213	1674	180621.256693
214	1675	250534.332885
215	1676	252964.858224
216	1677	183847.543315
217	1678	55617.488607
218	1679	78054.196998
219	1680	168917.482449
220	1681	233670.588292
221	1682	116569.957609
222	1683	203515.280502
223	1684	221347.388709
224	1685	160682.098758
225	1686	174718.638211
226	1687	195817.746066
227	1688	134634.047851
228	1689	211873.086280
229	1690	157103.125988
230	1691	189630.483474
231	1692	202787.305673
232	1693	144008.436855
233	1694	133550.399185
234	1695	258245.305046
235	1696	151941.853699
236	1697	177719.709283
237	1698	156305.100022
238	1699	106161.215298
239	1700	306800.046678
240	1701	168929.147232
241	1702	140216.313036
242	1703	132663.138597
243	1704	185625.158053
244	1705	96204.365120
245	1706	238961.495545
246	1707	235256.845747
247	1708	151136.068623
248	1709	180371.733499
249	1710	111088.902869
250	1711	176342.883633
251	1712	293433.077277
252	1713	116083.258857
253	1714	228446.601935
254	1715	204548.918239
255	1716	184776.639224
256	1717	154970.958881
257	1718	301043.182366
258	1719	114814.060545
259	1720	106991.909898
260	1721	253330.232908
261	1722	153348.999185
262	1723	134871.797431
263	1724	186624.858502
264	1725	157162.622744
265	1726	271757.564365
266	1727	257383.240909
267	1728	203596.987840
268	1729	127940.444969
269	1730	175957.910112
270	1731	289458.843067
271	1732	217130.660644
272	1733	119753.518091
273	1734	154459.013705
274	1735	147603.736358
275	1736	268284.090778
276	1737	122725.923791
277	1738	156093.377114
278	1739	203679.325452
279	1740	354748.060594
280	1741	40495.071504
281	1742	259465.893156
282	1743	213668.542808
283	1744	215003.690082
284	1745	176048.658037
285	1746	150581.751528
286	1747	287944.099603
287	1748	278560.532140
288	1749	203757.084702
289	1750	210077.840479
290	1751	199280.479146
291	1752	225363.488603
292	1753	158795.483562
293	1754	56813.587451
294	1755	159945.697859
295	1756	128516.889378
296	1757	176135.208710
297	1758	139747.313630
298	1759	194103.696198
299	1760	166195.333982
300	1761	110287.978089
301	1762	133697.647337
302	1763	142535.794577
303	1764	256320.448014
304	1765	131004.346393
305	1766	171367.912659
306	1767	142866.123312
307	1768	116829.388843
308	1769	127336.103102
309	1770	163363.185438
310	1771	131862.235923
311	1772	163251.078076
312	1773	125093.373346
313	1774	116492.010524
314	1775	114149.410767
315	1776	220632.202249
316	1777	146306.441919
317	1778	167371.937231
318	1779	108274.287943
319	1780	121235.602688
320	1781	153460.330843
321	1782	169821.992247
322	1783	174929.226131
323	1784	120557.434210
324	1785	218165.903711
325	1786	98334.615675
326	1787	181917.394938
327	1788	237324.268093
328	1789	364325.486269
329	1790	320174.706995
330	1791	295398.910242
331	1792	163587.190361
332	1793	100464.837977
333	1794	146285.754691
334	1795	137182.825513
335	1796	364260.795408
336	1797	83214.016494
337	1798	168414.935549
338	1799	204930.531189
339	1800	246402.270304
340	1801	179692.110219
341	1802	42847.441135
342	1803	293127.028174
343	1804	202839.445350
344	1805	167506.549343
345	1806	141608.870794
346	1807	131704.978387
347	1808	114008.624781
348	1809	135628.532533
349	1810	220955.027228
350	1811	141006.426866
351	1812	152088.617978
352	1813	69488.358570
353	1814	217901.474530
354	1815	140595.430056
355	1816	210390.219148
356	1817	199047.033867
357	1818	190695.263692
358	1819	244093.702996
359	1820	106508.382287
360	1821	135004.130423
361	1822	368771.678046
362	1823	154595.694560
363	1824	115801.825532
364	1825	192639.724455
365	1826	115823.660498
366	1827	264256.772828
367	1828	220746.388941
368	1829	223626.381753
369	1830	237136.774070
370	1831	52949.659245
371	1832	190528.666130
372	1833	161685.329434
373	1834	97393.941989
374	1835	194431.829880
375	1836	132190.519734
376	1837	227149.921226
377	1838	282075.132620
378	1839	113776.570567
379	1840	77952.534005
380	1841	258184.316237
381	1842	308134.773864
382	1843	223756.930798
383	1844	113551.124912
384	1845	135310.045759
385	1846	164166.792027
386	1847	297232.602322
387	1848	145418.869908
388	1849	216525.457770
389	1850	115175.073526
390	1851	257335.763498
391	1852	247272.946783
392	1853	336855.489466
393	1854	256669.585764
394	1855	256888.334239
395	1856	231799.941659
396	1857	157668.407940
397	1858	157332.971034
398	1859	94308.999287
399	1860	186935.668788
400	1861	62590.301564
401	1862	286395.918811
402	1863	164134.814285
403	1864	205674.336249
404	1865	349297.472902
405	1866	169345.293908
406	1867	78536.571158
407	1868	316622.840658
408	1869	225566.479631
409	1870	247271.471424
410	1871	237289.225883
411	1872	197969.627155
412	1873	199513.592749
413	1874	320654.585970
414	1875	206270.825605
415	1876	114500.793464
416	1877	157531.123350
417	1878	162024.642669
418	1879	122012.730600
419	1880	213756.018862
420	1881	157756.266283
421	1882	403819.992456
422	1883	132960.891221
423	1884	116799.738601
424	1885	141967.564984
425	1886	127445.957314
426	1887	136710.903698
427	1888	207950.951112
428	1889	235022.809281
429	1890	332297.066320
430	1891	111540.375262
431	1892	42306.313073
432	1893	203988.227718
433	1894	94535.409276
434	1895	238102.393232
435	1896	221771.757840
436	1897	315544.707740
437	1898	222424.422809
438	1899	NaN
439	1900	NaN
440	1901	NaN
441	1902	NaN
442	1903	NaN
443	1904	NaN
444	1905	NaN
445	1906	NaN
446	1907	NaN
447	1908	NaN
448	1909	NaN
449	1910	NaN
450	1911	NaN
451	1912	NaN
452	1913	NaN
453	1914	NaN
454	1915	NaN
455	1916	NaN
456	1917	NaN
457	1918	NaN
458	1919	NaN
459	1920	NaN
460	1921	NaN
461	1922	NaN
462	1923	NaN
463	1924	NaN
464	1925	NaN
465	1926	NaN
466	1927	NaN
467	1928	NaN
468	1929	NaN
469	1930	NaN
470	1931	NaN
471	1932	NaN
472	1933	NaN
473	1934	NaN
474	1935	NaN
475	1936	NaN
476	1937	NaN
477	1938	NaN
478	1939	NaN
479	1940	NaN
480	1941	NaN
481	1942	NaN
482	1943	NaN
483	1944	NaN
484	1945	NaN
485	1946	NaN
486	1947	NaN
487	1948	NaN
488	1949	NaN
489	1950	NaN
490	1951	NaN
491	1952	NaN
492	1953	NaN
493	1954	NaN
494	1955	NaN
495	1956	NaN
496	1957	NaN
497	1958	NaN
498	1959	NaN
499	1960	NaN
500	1961	NaN
501	1962	NaN
502	1963	NaN
503	1964	NaN
504	1965	NaN
505	1966	NaN
506	1967	NaN
507	1968	NaN
508	1969	NaN
509	1970	NaN
510	1971	NaN
511	1972	NaN
512	1973	NaN
513	1974	NaN
514	1975	NaN
515	1976	NaN
516	1977	NaN
517	1978	NaN
518	1979	NaN
519	1980	NaN
520	1981	NaN
521	1982	NaN
522	1983	NaN
523	1984	NaN
524	1985	NaN
525	1986	NaN
526	1987	NaN
527	1988	NaN
528	1989	NaN
529	1990	NaN
530	1991	NaN
531	1992	NaN
532	1993	NaN
533	1994	NaN
534	1995	NaN
535	1996	NaN
536	1997	NaN
537	1998	NaN
538	1999	NaN
539	2000	NaN
540	2001	NaN
541	2002	NaN
542	2003	NaN
543	2004	NaN
544	2005	NaN
545	2006	NaN
546	2007	NaN
547	2008	NaN
548	2009	NaN
549	2010	NaN
550	2011	NaN
551	2012	NaN
552	2013	NaN
553	2014	NaN
554	2015	NaN
555	2016	NaN
556	2017	NaN
557	2018	NaN
558	2019	NaN
559	2020	NaN
560	2021	NaN
561	2022	NaN
562	2023	NaN
563	2024	NaN
564	2025	NaN
565	2026	NaN
566	2027	NaN
567	2028	NaN
568	2029	NaN
569	2030	NaN
570	2031	NaN
571	2032	NaN
572	2033	NaN
573	2034	NaN
574	2035	NaN
575	2036	NaN
576	2037	NaN
577	2038	NaN
578	2039	NaN
579	2040	NaN
580	2041	NaN
581	2042	NaN
582	2043	NaN
583	2044	NaN
584	2045	NaN
585	2046	NaN
586	2047	NaN
587	2048	NaN
588	2049	NaN
589	2050	NaN
590	2051	NaN
591	2052	NaN
592	2053	NaN
593	2054	NaN
594	2055	NaN
595	2056	NaN
596	2057	NaN
597	2058	NaN
598	2059	NaN
599	2060	NaN
600	2061	NaN
601	2062	NaN
602	2063	NaN
603	2064	NaN
604	2065	NaN
605	2066	NaN
606	2067	NaN
607	2068	NaN
608	2069	NaN
609	2070	NaN
610	2071	NaN
611	2072	NaN
612	2073	NaN
613	2074	NaN
614	2075	NaN
615	2076	NaN
616	2077	NaN
617	2078	NaN
618	2079	NaN
619	2080	NaN
620	2081	NaN
621	2082	NaN
622	2083	NaN
623	2084	NaN
624	2085	NaN
625	2086	NaN
626	2087	NaN
627	2088	NaN
628	2089	NaN
629	2090	NaN
630	2091	NaN
631	2092	NaN
632	2093	NaN
633	2094	NaN
634	2095	NaN
635	2096	NaN
636	2097	NaN
637	2098	NaN
638	2099	NaN
639	2100	NaN
640	2101	NaN
641	2102	NaN
642	2103	NaN
643	2104	NaN
644	2105	NaN
645	2106	NaN
646	2107	NaN
647	2108	NaN
648	2109	NaN
649	2110	NaN
650	2111	NaN
651	2112	NaN
652	2113	NaN
653	2114	NaN
654	2115	NaN
655	2116	NaN
656	2117	NaN
657	2118	NaN
658	2119	NaN
659	2120	NaN
660	2121	NaN
661	2122	NaN
662	2123	NaN
663	2124	NaN
664	2125	NaN
665	2126	NaN
666	2127	NaN
667	2128	NaN
668	2129	NaN
669	2130	NaN
670	2131	NaN
671	2132	NaN
672	2133	NaN
673	2134	NaN
674	2135	NaN
675	2136	NaN
676	2137	NaN
677	2138	NaN
678	2139	NaN
679	2140	NaN
680	2141	NaN
681	2142	NaN
682	2143	NaN
683	2144	NaN
684	2145	NaN
685	2146	NaN
686	2147	NaN
687	2148	NaN
688	2149	NaN
689	2150	NaN
690	2151	NaN
691	2152	NaN
692	2153	NaN
693	2154	NaN
694	2155	NaN
695	2156	NaN
696	2157	NaN
697	2158	NaN
698	2159	NaN
699	2160	NaN
700	2161	NaN
701	2162	NaN
702	2163	NaN
703	2164	NaN
704	2165	NaN
705	2166	NaN
706	2167	NaN
707	2168	NaN
708	2169	NaN
709	2170	NaN
710	2171	NaN
711	2172	NaN
712	2173	NaN
713	2174	NaN
714	2175	NaN
715	2176	NaN
716	2177	NaN
717	2178	NaN
718	2179	NaN
719	2180	NaN
720	2181	NaN
721	2182	NaN
722	2183	NaN
723	2184	NaN
724	2185	NaN
725	2186	NaN
726	2187	NaN
727	2188	NaN
728	2189	NaN
729	2190	NaN
730	2191	NaN
731	2192	NaN
732	2193	NaN
733	2194	NaN
734	2195	NaN
735	2196	NaN
736	2197	NaN
737	2198	NaN
738	2199	NaN
739	2200	NaN
740	2201	NaN
741	2202	NaN
742	2203	NaN
743	2204	NaN
744	2205	NaN
745	2206	NaN
746	2207	NaN
747	2208	NaN
748	2209	NaN
749	2210	NaN
750	2211	NaN
751	2212	NaN
752	2213	NaN
753	2214	NaN
754	2215	NaN
755	2216	NaN
756	2217	NaN
757	2218	NaN
758	2219	NaN
759	2220	NaN
760	2221	NaN
761	2222	NaN
762	2223	NaN
763	2224	NaN
764	2225	NaN
765	2226	NaN
766	2227	NaN
767	2228	NaN
768	2229	NaN
769	2230	NaN
770	2231	NaN
771	2232	NaN
772	2233	NaN
773	2234	NaN
774	2235	NaN
775	2236	NaN
776	2237	NaN
777	2238	NaN
778	2239	NaN
779	2240	NaN
780	2241	NaN
781	2242	NaN
782	2243	NaN
783	2244	NaN
784	2245	NaN
785	2246	NaN
786	2247	NaN
787	2248	NaN
788	2249	NaN
789	2250	NaN
790	2251	NaN
791	2252	NaN
792	2253	NaN
793	2254	NaN
794	2255	NaN
795	2256	NaN
796	2257	NaN
797	2258	NaN
798	2259	NaN
799	2260	NaN
800	2261	NaN
801	2262	NaN
802	2263	NaN
803	2264	NaN
804	2265	NaN
805	2266	NaN
806	2267	NaN
807	2268	NaN
808	2269	NaN
809	2270	NaN
810	2271	NaN
811	2272	NaN
812	2273	NaN
813	2274	NaN
814	2275	NaN
815	2276	NaN
816	2277	NaN
817	2278	NaN
818	2279	NaN
819	2280	NaN
820	2281	NaN
821	2282	NaN
822	2283	NaN
823	2284	NaN
824	2285	NaN
825	2286	NaN
826	2287	NaN
827	2288	NaN
828	2289	NaN
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830	2291	NaN
831	2292	NaN
832	2293	NaN
833	2294	NaN
834	2295	NaN
835	2296	NaN
836	2297	NaN
837	2298	NaN
838	2299	NaN
839	2300	NaN
840	2301	NaN
841	2302	NaN
842	2303	NaN
843	2304	NaN
844	2305	NaN
845	2306	NaN
846	2307	NaN
847	2308	NaN
848	2309	NaN
849	2310	NaN
850	2311	NaN
851	2312	NaN
852	2313	NaN
853	2314	NaN
854	2315	NaN
855	2316	NaN
856	2317	NaN
857	2318	NaN
858	2319	NaN
859	2320	NaN
860	2321	NaN
861	2322	NaN
862	2323	NaN
863	2324	NaN
864	2325	NaN
865	2326	NaN
866	2327	NaN
867	2328	NaN
868	2329	NaN
869	2330	NaN
870	2331	NaN
871	2332	NaN
872	2333	NaN
873	2334	NaN
874	2335	NaN
875	2336	NaN
876	2337	NaN
877	2338	NaN
878	2339	NaN
879	2340	NaN
880	2341	NaN
881	2342	NaN
882	2343	NaN
883	2344	NaN
884	2345	NaN
885	2346	NaN
886	2347	NaN
887	2348	NaN
888	2349	NaN
889	2350	NaN
890	2351	NaN
891	2352	NaN
892	2353	NaN
893	2354	NaN
894	2355	NaN
895	2356	NaN
896	2357	NaN
897	2358	NaN
898	2359	NaN
899	2360	NaN
900	2361	NaN
901	2362	NaN
902	2363	NaN
903	2364	NaN
904	2365	NaN
905	2366	NaN
906	2367	NaN
907	2368	NaN
908	2369	NaN
909	2370	NaN
910	2371	NaN
911	2372	NaN
912	2373	NaN
913	2374	NaN
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915	2376	NaN
916	2377	NaN
917	2378	NaN
918	2379	NaN
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920	2381	NaN
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922	2383	NaN
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924	2385	NaN
925	2386	NaN
926	2387	NaN
927	2388	NaN
928	2389	NaN
929	2390	NaN
930	2391	NaN
931	2392	NaN
932	2393	NaN
933	2394	NaN
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935	2396	NaN
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937	2398	NaN
938	2399	NaN
939	2400	NaN
940	2401	NaN
941	2402	NaN
942	2403	NaN
943	2404	NaN
944	2405	NaN
945	2406	NaN
946	2407	NaN
947	2408	NaN
948	2409	NaN
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950	2411	NaN
951	2412	NaN
952	2413	NaN
953	2414	NaN
954	2415	NaN
955	2416	NaN
956	2417	NaN
957	2418	NaN
958	2419	NaN
959	2420	NaN
960	2421	NaN
961	2422	NaN
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963	2424	NaN
964	2425	NaN
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967	2428	NaN
968	2429	NaN
969	2430	NaN
970	2431	NaN
971	2432	NaN
972	2433	NaN
973	2434	NaN
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976	2437	NaN
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978	2439	NaN
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981	2442	NaN
982	2443	NaN
983	2444	NaN
984	2445	NaN
985	2446	NaN
986	2447	NaN
987	2448	NaN
988	2449	NaN
989	2450	NaN
990	2451	NaN
991	2452	NaN
992	2453	NaN
993	2454	NaN
994	2455	NaN
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996	2457	NaN
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998	2459	NaN
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1000	2461	NaN
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1002	2463	NaN
1003	2464	NaN
1004	2465	NaN
1005	2466	NaN
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1103	2564	NaN
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1120	2581	NaN
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1125	2586	NaN
1126	2587	NaN
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1128	2589	NaN
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1144	2605	NaN
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1153	2614	NaN
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1177	2638	NaN
1178	2639	NaN
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1180	2641	NaN
1181	2642	NaN
1182	2643	NaN
1183	2644	NaN
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1185	2646	NaN
1186	2647	NaN
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1190	2651	NaN
1191	2652	NaN
1192	2653	NaN
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1194	2655	NaN
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1199	2660	NaN
1200	2661	NaN
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1234	2695	NaN
1235	2696	NaN
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1239	2700	NaN
1240	2701	NaN
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1290	2751	NaN
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1299	2760	NaN
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1327	2788	NaN
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1350	2811	NaN
1351	2812	NaN
1352	2813	NaN
1353	2814	NaN
1354	2815	NaN
1355	2816	NaN
1356	2817	NaN
1357	2818	NaN
1358	2819	NaN
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1360	2821	NaN
1361	2822	NaN
1362	2823	NaN
1363	2824	NaN
1364	2825	NaN
1365	2826	NaN
1366	2827	NaN
1367	2828	NaN
1368	2829	NaN
1369	2830	NaN
1370	2831	NaN
1371	2832	NaN
1372	2833	NaN
1373	2834	NaN
1374	2835	NaN
1375	2836	NaN
1376	2837	NaN
1377	2838	NaN
1378	2839	NaN
1379	2840	NaN
1380	2841	NaN
1381	2842	NaN
1382	2843	NaN
1383	2844	NaN
1384	2845	NaN
1385	2846	NaN
1386	2847	NaN
1387	2848	NaN
1388	2849	NaN
1389	2850	NaN
1390	2851	NaN
1391	2852	NaN
1392	2853	NaN
1393	2854	NaN
1394	2855	NaN
1395	2856	NaN
1396	2857	NaN
1397	2858	NaN
1398	2859	NaN
1399	2860	NaN
1400	2861	NaN
1401	2862	NaN
1402	2863	NaN
1403	2864	NaN
1404	2865	NaN
1405	2866	NaN
1406	2867	NaN
1407	2868	NaN
1408	2869	NaN
1409	2870	NaN
1410	2871	NaN
1411	2872	NaN
1412	2873	NaN
1413	2874	NaN
1414	2875	NaN
1415	2876	NaN
1416	2877	NaN
1417	2878	NaN
1418	2879	NaN
1419	2880	NaN
1420	2881	NaN
1421	2882	NaN
1422	2883	NaN
1423	2884	NaN
1424	2885	NaN
1425	2886	NaN
1426	2887	NaN
1427	2888	NaN
1428	2889	NaN
1429	2890	NaN
1430	2891	NaN
1431	2892	NaN
1432	2893	NaN
1433	2894	NaN
1434	2895	NaN
1435	2896	NaN
1436	2897	NaN
1437	2898	NaN
1438	2899	NaN
1439	2900	NaN
1440	2901	NaN
1441	2902	NaN
1442	2903	NaN
1443	2904	NaN
1444	2905	NaN
1445	2906	NaN
1446	2907	NaN
1447	2908	NaN
1448	2909	NaN
1449	2910	NaN
1450	2911	NaN
1451	2912	NaN
1452	2913	NaN
1453	2914	NaN
1454	2915	NaN
1455	2916	NaN
1456	2917	NaN
1457	2918	NaN
1458	2919	NaN

dd3.to_csv(r"C:\Users\TEST\Final_Lin_basic_model.csv",index=False)

Lasso model

from sklearn.linear_model import Lasso
lasso=Lasso()

lasso.fit(train_xtrain,train_ytrain)

Lasso()

pred1=lasso.predict(train_xtest)

r2=lasso.score(train_xtrain,train_ytrain)
r2

0.8955466964541635

adj_r2=1-(((1-r2)*(1021-1))/(1021-74-1)) 
adj_r2

0.8873759306376816

error1=train_ytest-pred1
error1

666     -63997.225310
104     -10029.916963
528      10436.058424
18       -5756.346263
1151    -23010.463120
60      -35499.912080
70      -85789.607481
284     -16567.882349
860      23864.566084
327      -8284.039131
786     -10828.034694
191      -9100.500885
218      81094.938653
1276      7726.963971
713      29140.290811
1215     22267.098751
621     -16919.185504
1054    -17533.916495
596     -14992.255908
622      -3578.690188
1384    -19635.876990
161      38035.654015
1141     15473.757659
0        -8791.672859
1337    -14522.362767
90       10726.815279
1202     -4342.343670
482     -20641.936514
1292    -19436.875400
194       4866.329167
1224    -30964.987844
1406     -4441.475659
1250    -30118.099947
534     -25263.620780
899      -8658.309297
835      16393.656712
1228     20850.052494
360        874.309142
515      38355.488929
2        -6374.176554
781      -8352.027204
1317     16464.948636
501      18116.955199
1331      4909.551676
109     -43080.947651
81      -35899.586559
1185     -7744.983005
1096      3258.584372
569     -13147.399390
968       5639.435519
956      -2742.246816
862      -1363.200492
942      35492.680475
543      -3994.408483
492      -3616.282930
1039     18081.526526
1131    -15104.548478
142      33348.676837
135     -20395.611702
1197    -10994.291507
909     -14461.036776
880      -4467.382932
532      22835.094684
961     -12299.939966
731     -21134.917354
1253     32001.745666
32      -25561.189740
55       -1533.089030
791      -6020.682438
1092    -18609.833354
1020     13602.338194
1336    -18508.630610
992     -22885.608348
373      14078.491273
520      53719.782240
706     -18027.737638
509      -5771.034852
1086      8146.773909
794     -16742.170131
1035     11996.456475
847      12563.134351
1390     -7957.585695
1254    -28928.581084
132      -2736.595791
1102      7920.886150
162     -41431.572832
1152     27182.639802
651      -6063.497723
367      12509.864184
1199     10697.276094
115      -8208.291774
774     103237.852083
1084     15931.314694
19       32654.353073
693      21923.328206
1180    -15897.254905
1284    -29442.427777
45       36710.769657
1416     12096.854999
752       1109.567517
1345      4523.202652
374       4856.761425
1163    -30703.387555
1114      1334.723750
1321     44396.848778
843      11268.928604
614       8855.800007
765       5922.888262
256      11472.388248
172      13143.661291
770       2113.880196
1393      7148.233390
929      -9927.873095
230      13101.998410
783     -12412.419354
1014    -13010.862153
1031    -19517.613490
722      13451.081252
976      -7144.220762
1420     19136.941015
545     -42295.515603
187       4419.569792
940     -31446.032981
1179     16637.762251
134      16402.128708
337     -17067.084591
99       20506.174506
959     -15265.675289
44        8585.323288
20       32097.269736
1186    -16381.830574
583      27020.700578
224       8339.549952
934       1006.594687
195       5690.838853
823      -3165.644214
183      -7310.212720
587       -323.180909
637      16436.816430
1056    -30251.881564
389      54137.049533
439     -47658.209146
586      -5956.878964
1038     10947.092485
1373     50515.550586
552      -5437.796467
902     -15503.045069
306     -26910.702887
1016    -29631.606607
1320     -4603.050194
677      -3397.696605
759      -1581.962563
957       5972.459710
834       5920.629254
1208    -14972.130969
138     -37724.338796
168     -20038.961661
1192    -23280.114561
518      10133.131902
1198     -1781.553420
246     -38868.883125
336      50860.848559
342      45276.378776
1424      8829.989870
304     -12253.281735
757      20490.270229
626      24588.909168
98       24047.097149
1030     46750.411090
1217     -6022.184699
1407      2246.601524
325     -10220.614007
694      12575.694819
299      14164.898356
1323    -27945.335278
938     -17806.964166
723      12701.713441
1413    -15824.921354
1289    -10631.782454
680      18095.097347
383     -24136.946256
1166      7761.726092
72       -7958.950505
730      -7842.074332
247      -9033.084119
141        399.991886
848      18691.918255
351     -19852.838177
1411     -2710.427519
1062    -20534.377710
179     -18095.563167
804      19062.308726
459       7763.038992
198      -9000.080553
147      -5577.304210
568       3394.868272
1057      3928.564003
489       2081.880483
307     -47666.108305
768     -22489.447622
225      31554.377221
1116    -14772.642823
1120      9455.085285
699      -5249.101567
1006    -34052.932093
157      10967.751775
913       4803.002728
30      -41593.492408
497      19219.189051
859     -14811.388685
347     -36196.542758
212      24131.936682
1298   -229372.117676
659     -13615.727716
25        5820.920115
1133    -13459.892984
563       1189.769309
1412     34301.191687
729      24952.183250
901     -15930.715445
737       6242.959730
365      30422.689741
1277     -5606.012356
974     -53774.752928
416     -11177.130192
33       -9252.029140
236     -10330.951433
36       10377.737621
605      -6874.480986
295     -14621.928484
1189      -634.101033
334     -10803.673480
407      33011.208970
1255     -6037.979370
1270      1703.929465
857      22057.193873
1271      8023.140707
209     -11376.418743
1443     14760.846460
1312     -4789.499401
668       -971.297651
1297      -292.881609
31       16641.927086
252     -12650.483517
242     -17159.619234
726     -17006.249932
114      24184.213353
87       13340.597517
355      -2859.466586
537        156.380077
1335     -8415.991495
1395    -12177.111599
1077     22690.290431
257      -8463.252193
864      46014.074667
922     -14792.491001
721     -11958.528242
1036     14479.792415
323      11349.367514
1104     -1007.307207
412     -31356.889185
493       1682.335459
26         -40.229660
1242    -16586.403057
510       7713.849406
639      -7190.006297
564      10601.427059
652     -12596.607132
1125    -12927.866528
379       3033.694283
1209       570.375759
744     -37159.073696
116      19272.304998
841       3114.152706
1427     -7624.339001
753       7231.077135
291      13248.444383
1399    -18682.000937
1387    -67729.197900
185     111495.513634
1090     52315.034669
1369    -27450.463403
1409      1309.106794
716     -55528.306449
454      11887.400772
23      -20673.052879
608      71106.715499
189       7467.494771
682     -30703.344009
175      32833.094775
650       6653.830898
824       7213.818920
1026      8734.201425
548      68271.029012
1441    -10622.525822
330      -9544.781550
193     -46151.660193
867     -10799.265090
286     -35105.557860
1078    -10299.378824
149       4738.636739
361      11293.757183
1183    -22537.031066
1346      6184.495785
1389        10.024653
1363    -14435.921196
128      12142.830930
61      -15785.212577
182      -7430.532177
790      -3190.334109
1364     12253.524799
690     -22236.057637
292       5856.431618
432       6002.391666
353      -8220.787791
1089    -23662.378097
986     -29310.553832
962     -12392.059241
1136     10747.085355
126       6748.040227
354     -13496.031068
63      -29824.436440
137      -4007.019295
1101     -1050.233081
1203     -5147.140062
210       -288.382024
103      16984.015050
903       2673.934770
1046    101850.900071
610      -7125.070093
524      20395.686063
123      -9706.601422
1137     -6394.573974
486       9689.751821
12        6825.776111
1243    100765.979735
125       1362.176809
758      10997.284724
139      26560.276702
602     -26373.867294
1095     -3273.039404
495      -7907.476906
640     -19064.462622
1019     10629.512314
1245     10459.479421
184     -14594.847845
1421     -4210.006065
352     -18989.435397
1140      3410.906640
1410      9043.596797
254       3976.773388
1040      2810.095829
1432     -5072.652312
846      -4915.573047
946       2450.222084
567       3584.675581
28        8422.929190
971     -17681.335800
869      -8081.182944
449      13481.994538
1113      -528.446729
803      97446.118515
778     -10713.827387
954      11728.150059
1258     -2678.818744
801      -5941.413806
1426      6757.262051
1240      4133.981434
1138    -27634.714916
1381       299.645158
393      47050.163415
989       6447.201182
24       -7638.876690
551      15090.906377
988        542.532554
1349    -10337.971773
1211    -63139.597598
683       2921.936627
1391     10188.112497
127       8991.116458
1087     -6155.470027
619      -3107.135469
948     -31252.273950
814       2383.005251
698       3251.084779
1083     -4151.799830
320      45454.390675
674      -5425.038677
544     -36874.215932
422      -2162.253020
747       8688.658926
792      22520.038076
585      33079.349480
885      72217.919853
688     135122.527247
100     -26790.506120
914      16025.938869
715       7645.879871
268      26144.276151
1304    -56935.648320
1122     49435.479937
34       -8878.252677
339      -9115.141492
452      -1724.067976
118     -29243.425663
285      -4666.483533
1449     13462.648585
618      -1747.299065
1128    -10562.868352
937       5738.689171
665      -6804.895362
420       8338.370747
739      -9528.606950
745     -20741.562057
1157     23725.560234
1392      8482.380478
467     -11057.357387
1091     -2044.157100
1028    -17032.413356
429     -38732.752605
647      -2726.815640
313     -28578.682787
1377    -15942.374383
303      33100.990907
576       3021.748945
643      24579.563010
876      -4441.763933
457      48063.482073
776     -13520.392509
249     -55114.722954
1045     27993.474266
48       70588.038098
933     -14003.212851
555      18467.072010
460      25334.213730
1106    -41900.540756
700      -2973.493727
399      18578.308769
Name: Sale_Price, dtype: float64

aerror2=np.abs(error1)
aerror2

666      63997.225310
104      10029.916963
528      10436.058424
18        5756.346263
1151     23010.463120
60       35499.912080
70       85789.607481
284      16567.882349
860      23864.566084
327       8284.039131
786      10828.034694
191       9100.500885
218      81094.938653
1276      7726.963971
713      29140.290811
1215     22267.098751
621      16919.185504
1054     17533.916495
596      14992.255908
622       3578.690188
1384     19635.876990
161      38035.654015
1141     15473.757659
0         8791.672859
1337     14522.362767
90       10726.815279
1202      4342.343670
482      20641.936514
1292     19436.875400
194       4866.329167
1224     30964.987844
1406      4441.475659
1250     30118.099947
534      25263.620780
899       8658.309297
835      16393.656712
1228     20850.052494
360        874.309142
515      38355.488929
2         6374.176554
781       8352.027204
1317     16464.948636
501      18116.955199
1331      4909.551676
109      43080.947651
81       35899.586559
1185      7744.983005
1096      3258.584372
569      13147.399390
968       5639.435519
956       2742.246816
862       1363.200492
942      35492.680475
543       3994.408483
492       3616.282930
1039     18081.526526
1131     15104.548478
142      33348.676837
135      20395.611702
1197     10994.291507
909      14461.036776
880       4467.382932
532      22835.094684
961      12299.939966
731      21134.917354
1253     32001.745666
32       25561.189740
55        1533.089030
791       6020.682438
1092     18609.833354
1020     13602.338194
1336     18508.630610
992      22885.608348
373      14078.491273
520      53719.782240
706      18027.737638
509       5771.034852
1086      8146.773909
794      16742.170131
1035     11996.456475
847      12563.134351
1390      7957.585695
1254     28928.581084
132       2736.595791
1102      7920.886150
162      41431.572832
1152     27182.639802
651       6063.497723
367      12509.864184
1199     10697.276094
115       8208.291774
774     103237.852083
1084     15931.314694
19       32654.353073
693      21923.328206
1180     15897.254905
1284     29442.427777
45       36710.769657
1416     12096.854999
752       1109.567517
1345      4523.202652
374       4856.761425
1163     30703.387555
1114      1334.723750
1321     44396.848778
843      11268.928604
614       8855.800007
765       5922.888262
256      11472.388248
172      13143.661291
770       2113.880196
1393      7148.233390
929       9927.873095
230      13101.998410
783      12412.419354
1014     13010.862153
1031     19517.613490
722      13451.081252
976       7144.220762
1420     19136.941015
545      42295.515603
187       4419.569792
940      31446.032981
1179     16637.762251
134      16402.128708
337      17067.084591
99       20506.174506
959      15265.675289
44        8585.323288
20       32097.269736
1186     16381.830574
583      27020.700578
224       8339.549952
934       1006.594687
195       5690.838853
823       3165.644214
183       7310.212720
587        323.180909
637      16436.816430
1056     30251.881564
389      54137.049533
439      47658.209146
586       5956.878964
1038     10947.092485
1373     50515.550586
552       5437.796467
902      15503.045069
306      26910.702887
1016     29631.606607
1320      4603.050194
677       3397.696605
759       1581.962563
957       5972.459710
834       5920.629254
1208     14972.130969
138      37724.338796
168      20038.961661
1192     23280.114561
518      10133.131902
1198      1781.553420
246      38868.883125
336      50860.848559
342      45276.378776
1424      8829.989870
304      12253.281735
757      20490.270229
626      24588.909168
98       24047.097149
1030     46750.411090
1217      6022.184699
1407      2246.601524
325      10220.614007
694      12575.694819
299      14164.898356
1323     27945.335278
938      17806.964166
723      12701.713441
1413     15824.921354
1289     10631.782454
680      18095.097347
383      24136.946256
1166      7761.726092
72        7958.950505
730       7842.074332
247       9033.084119
141        399.991886
848      18691.918255
351      19852.838177
1411      2710.427519
1062     20534.377710
179      18095.563167
804      19062.308726
459       7763.038992
198       9000.080553
147       5577.304210
568       3394.868272
1057      3928.564003
489       2081.880483
307      47666.108305
768      22489.447622
225      31554.377221
1116     14772.642823
1120      9455.085285
699       5249.101567
1006     34052.932093
157      10967.751775
913       4803.002728
30       41593.492408
497      19219.189051
859      14811.388685
347      36196.542758
212      24131.936682
1298    229372.117676
659      13615.727716
25        5820.920115
1133     13459.892984
563       1189.769309
1412     34301.191687
729      24952.183250
901      15930.715445
737       6242.959730
365      30422.689741
1277      5606.012356
974      53774.752928
416      11177.130192
33        9252.029140
236      10330.951433
36       10377.737621
605       6874.480986
295      14621.928484
1189       634.101033
334      10803.673480
407      33011.208970
1255      6037.979370
1270      1703.929465
857      22057.193873
1271      8023.140707
209      11376.418743
1443     14760.846460
1312      4789.499401
668        971.297651
1297       292.881609
31       16641.927086
252      12650.483517
242      17159.619234
726      17006.249932
114      24184.213353
87       13340.597517
355       2859.466586
537        156.380077
1335      8415.991495
1395     12177.111599
1077     22690.290431
257       8463.252193
864      46014.074667
922      14792.491001
721      11958.528242
1036     14479.792415
323      11349.367514
1104      1007.307207
412      31356.889185
493       1682.335459
26          40.229660
1242     16586.403057
510       7713.849406
639       7190.006297
564      10601.427059
652      12596.607132
1125     12927.866528
379       3033.694283
1209       570.375759
744      37159.073696
116      19272.304998
841       3114.152706
1427      7624.339001
753       7231.077135
291      13248.444383
1399     18682.000937
1387     67729.197900
185     111495.513634
1090     52315.034669
1369     27450.463403
1409      1309.106794
716      55528.306449
454      11887.400772
23       20673.052879
608      71106.715499
189       7467.494771
682      30703.344009
175      32833.094775
650       6653.830898
824       7213.818920
1026      8734.201425
548      68271.029012
1441     10622.525822
330       9544.781550
193      46151.660193
867      10799.265090
286      35105.557860
1078     10299.378824
149       4738.636739
361      11293.757183
1183     22537.031066
1346      6184.495785
1389        10.024653
1363     14435.921196
128      12142.830930
61       15785.212577
182       7430.532177
790       3190.334109
1364     12253.524799
690      22236.057637
292       5856.431618
432       6002.391666
353       8220.787791
1089     23662.378097
986      29310.553832
962      12392.059241
1136     10747.085355
126       6748.040227
354      13496.031068
63       29824.436440
137       4007.019295
1101      1050.233081
1203      5147.140062
210        288.382024
103      16984.015050
903       2673.934770
1046    101850.900071
610       7125.070093
524      20395.686063
123       9706.601422
1137      6394.573974
486       9689.751821
12        6825.776111
1243    100765.979735
125       1362.176809
758      10997.284724
139      26560.276702
602      26373.867294
1095      3273.039404
495       7907.476906
640      19064.462622
1019     10629.512314
1245     10459.479421
184      14594.847845
1421      4210.006065
352      18989.435397
1140      3410.906640
1410      9043.596797
254       3976.773388
1040      2810.095829
1432      5072.652312
846       4915.573047
946       2450.222084
567       3584.675581
28        8422.929190
971      17681.335800
869       8081.182944
449      13481.994538
1113       528.446729
803      97446.118515
778      10713.827387
954      11728.150059
1258      2678.818744
801       5941.413806
1426      6757.262051
1240      4133.981434
1138     27634.714916
1381       299.645158
393      47050.163415
989       6447.201182
24        7638.876690
551      15090.906377
988        542.532554
1349     10337.971773
1211     63139.597598
683       2921.936627
1391     10188.112497
127       8991.116458
1087      6155.470027
619       3107.135469
948      31252.273950
814       2383.005251
698       3251.084779
1083      4151.799830
320      45454.390675
674       5425.038677
544      36874.215932
422       2162.253020
747       8688.658926
792      22520.038076
585      33079.349480
885      72217.919853
688     135122.527247
100      26790.506120
914      16025.938869
715       7645.879871
268      26144.276151
1304     56935.648320
1122     49435.479937
34        8878.252677
339       9115.141492
452       1724.067976
118      29243.425663
285       4666.483533
1449     13462.648585
618       1747.299065
1128     10562.868352
937       5738.689171
665       6804.895362
420       8338.370747
739       9528.606950
745      20741.562057
1157     23725.560234
1392      8482.380478
467      11057.357387
1091      2044.157100
1028     17032.413356
429      38732.752605
647       2726.815640
313      28578.682787
1377     15942.374383
303      33100.990907
576       3021.748945
643      24579.563010
876       4441.763933
457      48063.482073
776      13520.392509
249      55114.722954
1045     27993.474266
48       70588.038098
933      14003.212851
555      18467.072010
460      25334.213730
1106     41900.540756
700       2973.493727
399      18578.308769
Name: Sale_Price, dtype: float64

mape_22=np.mean(aerror2/train_ytest)*100
mape_22

11.16367466579977

MSE_22=metrics.mean_squared_error(train_ytest,pred1)
MSE_22

765274511.7215543

RF Reg

from sklearn.ensemble import RandomForestRegressor
rf = RandomForestRegressor()

rf.fit(train_xtrain,train_ytrain)

RandomForestRegressor()

pred3=rf.predict(train_xtest)

r3=rf.score(train_xtrain,train_ytrain)
r3

0.981592338635239

adj3=1-(((1-r3)*(1021-1))/(1021-74-1)) 
adj3    

0.980152415864634

error3=train_ytest-pred3
error3

666     -71087.97
104      -1218.80
528      -7751.00
18        5885.30
1151    -10993.88
60       -2417.62
70      -22491.58
284      -6354.42
860      26506.79
327      -9530.00
786      -2877.92
191      10415.15
218      93735.45
1276      1344.46
713       7425.83
1215      7713.94
621      37193.20
1054     -9517.71
596      -6769.47
622       1245.79
1384     -8486.01
161      37832.54
1141     28299.28
0         4702.21
1337    -25266.79
90       10255.93
1202    -12418.60
482     -34962.70
1292    -23155.25
194       7379.01
1224    -12542.35
1406      -474.00
1250    -17295.50
534     -50639.12
899       2333.05
835      -3543.02
1228     16548.63
360      16624.25
515      36796.79
2        15548.26
781      -2569.24
1317     16793.70
501      15740.05
1331     -1373.20
109       -449.74
81      -18780.00
1185    -13899.59
1096     -1560.20
569        344.80
968     -46505.30
956      -9816.35
862        865.60
942      14936.47
543     -15605.36
492      -1909.81
1039    -14507.33
1131    -26559.87
142      35977.56
135       3054.70
1197    -15010.75
909      -8547.39
880      11871.74
532      -4642.17
961      61123.20
731      11370.50
1253     51896.48
32      -49463.19
55       15148.00
791       -901.50
1092    -20989.28
1020     28911.73
1336     -3385.41
992      10698.50
373      -7260.90
520      -3833.50
706      32427.22
509     -11532.50
1086    -11386.00
794      -2548.65
1035     -5883.69
847       7700.09
1390     -4064.36
1254    -18423.20
132       8744.32
1102        57.29
162     -20282.88
1152     24350.54
651     -25073.68
367      10521.07
1199     -4007.50
115       5440.20
774      85571.05
1084      8177.50
19        5557.50
693        772.72
1180    -33537.52
1284      9162.81
45       36979.70
1416     -8395.41
752      18872.76
1345     17984.81
374       6887.61
1163    -26344.95
1114     -2093.99
1321     -7752.79
843      16829.99
614     -15068.50
765      -2903.16
256      18603.91
172      41979.41
770       1201.23
1393      5986.36
929     -17165.75
230       7562.75
783      15422.38
1014     -5953.54
1031    -45750.67
722       9675.80
976      -9554.47
1420     13507.00
545     -32841.86
187      -1989.07
940     -18987.27
1179    -21081.80
134       2612.87
337      -9454.10
99         910.11
959     -13541.30
44        9071.75
20       11009.88
1186    -47699.66
583       -915.70
224      -4056.49
934      16658.11
195      -4645.37
823       6526.55
183     -29606.75
587       1581.50
637     -24177.75
1056    -11336.33
389      53745.52
439     -14363.66
586      16292.41
1038    -20150.75
1373     79398.14
552     -18915.01
902      -3974.71
306     -23195.05
1016    -28041.76
1320      -322.28
677       5413.45
759     -37160.24
957        633.07
834       -268.50
1208      1892.86
138     -24034.14
168     -15591.29
1192     -5461.22
518      12438.36
1198     -6062.11
246       3179.13
336      31144.60
342      -6796.15
1424     -2393.00
304      21612.05
757      -4292.85
626      -3588.51
98      -15323.72
1030     21778.70
1217     -4658.61
1407    -13550.00
325     -12867.87
694       3363.74
299      19644.22
1323     -6280.65
938       -733.83
723      10789.56
1413    -28305.23
1289      -640.80
680      17160.92
383     -14288.40
1166     -8656.95
72       -8113.76
730     -22178.00
247      -4626.07
141      10595.78
848      28150.26
351     -14227.84
1411     -3677.25
1062    -48638.78
179     -20347.67
804     -12930.00
459      -8580.01
198     -29069.90
147     -11049.85
568       3302.51
1057     33542.00
489     -20134.00
307     -35344.50
768     -17824.11
225       -932.74
1116    -22138.80
1120      4808.07
699       1122.69
1006    -14603.30
157     -11866.53
913       3264.55
30      -63475.06
497       7631.00
859      51921.00
347     -25415.18
212      30607.75
1298   -207689.95
659       6323.66
25        9521.90
1133    -10865.80
563       8857.50
1412     -2731.73
729       1586.86
901      15407.41
737      15182.05
365      17742.35
1277     13375.82
974     -26583.83
416      -6923.84
33       -2075.24
236      -2570.06
36        4997.29
605      -2338.15
295       -473.74
1189    -14820.40
334       9003.76
407      20700.06
1255     -1738.84
1270     43007.09
857        647.50
1271     13532.05
209      -3842.12
1443     11117.00
1312    -12296.55
668       -534.50
1297     -4748.50
31        4961.50
252      -8951.78
242     -36666.08
726       7617.32
114      74997.00
87       16742.09
355       7454.00
537      -8971.15
1335       156.50
1395    -29686.99
1077      3170.75
257     -25524.57
864      57026.01
922     -10470.42
721       1550.00
1036      1585.45
323     -10951.09
1104    -17885.65
412      -2787.04
493       9355.50
26       10171.46
1242      8596.50
510      13397.60
639       5151.30
564      19802.84
652      -1394.74
1125     -9013.08
379      -7347.50
1209     -6285.71
744     -30396.43
116       3475.75
841       7800.04
1427     -5783.34
753       1083.47
291      -1916.41
1399     -8437.52
1387    -24807.74
185     115302.91
1090      3307.07
1369    -25367.16
1409      1396.04
716     -64831.70
454      44761.98
23       -8380.75
608      38817.60
189      22418.21
682       3806.26
175      40025.82
650      12150.06
824      -4852.88
1026     16796.45
548       6569.92
1441      5493.50
330     -14712.40
193     -33672.71
867      -4857.00
286     -14527.00
1078     14547.00
149       -158.00
361         57.02
1183     -7277.25
1346     37416.59
1389      5943.50
1363    -14519.60
128       7479.00
61        9458.48
182     -11040.41
790      -8116.37
1364     -5721.50
690      -1976.50
292     -18080.56
432      -9505.93
353      -8268.19
1089    -12580.12
986     -12274.83
962      -6655.50
1136    -12250.50
126      -7383.75
354      -8159.59
63      -12454.50
137     -53121.77
1101     -3706.50
1203    -13418.16
210      -1594.71
103       3071.64
903      -1261.08
1046     75589.80
610     -12288.59
524      42590.77
123     -13032.62
1137     -3186.71
486      10425.51
12       13834.92
1243     86832.60
125     -14272.44
758       9027.60
139      25812.26
602     -16984.81
1095     -7694.26
495     -51807.80
640      -8678.45
1019     18341.67
1245     -7149.60
184       3403.08
1421    -10700.50
352        -38.24
1140     17661.53
1410     11345.20
254        603.50
1040    -16190.49
1432    -43091.53
846      19070.25
946       2120.88
567      -7832.34
28       39172.68
971      -2172.05
869      17300.30
449      17235.85
1113      5911.25
803      73908.92
778       1959.07
954      -1714.83
1258     13818.96
801     -12697.63
1426     12213.16
1240     18965.95
1138      8955.26
1381     34331.02
393      -3334.19
989       8033.12
24       14146.63
551      -2087.55
988       9380.20
1349   -141623.84
1211    -56452.70
683      -2791.88
1391    -10405.20
127     -16719.42
1087    -14416.66
619      -4141.22
948     -15796.51
814       5489.99
698       6891.00
1083      5216.50
320       4372.76
674      -6524.00
544     -11350.47
422     -14310.12
747       8915.46
792      48082.70
585       3594.41
885      23588.27
688     154809.94
100      11324.00
914      26935.94
715       4192.65
268       9519.67
1304    -37013.12
1122     13510.12
34      -18290.25
339       6946.00
452      12121.29
118       9576.57
285       2836.85
1449    -11724.33
618      -3571.12
1128     -7847.15
937      24485.50
665     -26239.58
420       9548.42
739     -10226.79
745     -12048.77
1157     26882.77
1392      3643.03
467     -17689.18
1091      1389.00
1028    -30845.21
429      -5260.75
647      13153.75
313     101660.84
1377    -31928.88
303      21999.45
576       -660.01
643      -9732.25
876      -6135.08
457      59097.30
776      -1875.41
249      54342.09
1045    -13548.74
48      -11487.39
933     -30696.38
555        699.63
460      14536.60
1106    -15279.53
700       6430.01
399      42451.31
Name: Sale_Price, dtype: float64

aerror3=np.abs(error3)
aerror3

666      71087.97
104       1218.80
528       7751.00
18        5885.30
1151     10993.88
60        2417.62
70       22491.58
284       6354.42
860      26506.79
327       9530.00
786       2877.92
191      10415.15
218      93735.45
1276      1344.46
713       7425.83
1215      7713.94
621      37193.20
1054      9517.71
596       6769.47
622       1245.79
1384      8486.01
161      37832.54
1141     28299.28
0         4702.21
1337     25266.79
90       10255.93
1202     12418.60
482      34962.70
1292     23155.25
194       7379.01
1224     12542.35
1406       474.00
1250     17295.50
534      50639.12
899       2333.05
835       3543.02
1228     16548.63
360      16624.25
515      36796.79
2        15548.26
781       2569.24
1317     16793.70
501      15740.05
1331      1373.20
109        449.74
81       18780.00
1185     13899.59
1096      1560.20
569        344.80
968      46505.30
956       9816.35
862        865.60
942      14936.47
543      15605.36
492       1909.81
1039     14507.33
1131     26559.87
142      35977.56
135       3054.70
1197     15010.75
909       8547.39
880      11871.74
532       4642.17
961      61123.20
731      11370.50
1253     51896.48
32       49463.19
55       15148.00
791        901.50
1092     20989.28
1020     28911.73
1336      3385.41
992      10698.50
373       7260.90
520       3833.50
706      32427.22
509      11532.50
1086     11386.00
794       2548.65
1035      5883.69
847       7700.09
1390      4064.36
1254     18423.20
132       8744.32
1102        57.29
162      20282.88
1152     24350.54
651      25073.68
367      10521.07
1199      4007.50
115       5440.20
774      85571.05
1084      8177.50
19        5557.50
693        772.72
1180     33537.52
1284      9162.81
45       36979.70
1416      8395.41
752      18872.76
1345     17984.81
374       6887.61
1163     26344.95
1114      2093.99
1321      7752.79
843      16829.99
614      15068.50
765       2903.16
256      18603.91
172      41979.41
770       1201.23
1393      5986.36
929      17165.75
230       7562.75
783      15422.38
1014      5953.54
1031     45750.67
722       9675.80
976       9554.47
1420     13507.00
545      32841.86
187       1989.07
940      18987.27
1179     21081.80
134       2612.87
337       9454.10
99         910.11
959      13541.30
44        9071.75
20       11009.88
1186     47699.66
583        915.70
224       4056.49
934      16658.11
195       4645.37
823       6526.55
183      29606.75
587       1581.50
637      24177.75
1056     11336.33
389      53745.52
439      14363.66
586      16292.41
1038     20150.75
1373     79398.14
552      18915.01
902       3974.71
306      23195.05
1016     28041.76
1320       322.28
677       5413.45
759      37160.24
957        633.07
834        268.50
1208      1892.86
138      24034.14
168      15591.29
1192      5461.22
518      12438.36
1198      6062.11
246       3179.13
336      31144.60
342       6796.15
1424      2393.00
304      21612.05
757       4292.85
626       3588.51
98       15323.72
1030     21778.70
1217      4658.61
1407     13550.00
325      12867.87
694       3363.74
299      19644.22
1323      6280.65
938        733.83
723      10789.56
1413     28305.23
1289       640.80
680      17160.92
383      14288.40
1166      8656.95
72        8113.76
730      22178.00
247       4626.07
141      10595.78
848      28150.26
351      14227.84
1411      3677.25
1062     48638.78
179      20347.67
804      12930.00
459       8580.01
198      29069.90
147      11049.85
568       3302.51
1057     33542.00
489      20134.00
307      35344.50
768      17824.11
225        932.74
1116     22138.80
1120      4808.07
699       1122.69
1006     14603.30
157      11866.53
913       3264.55
30       63475.06
497       7631.00
859      51921.00
347      25415.18
212      30607.75
1298    207689.95
659       6323.66
25        9521.90
1133     10865.80
563       8857.50
1412      2731.73
729       1586.86
901      15407.41
737      15182.05
365      17742.35
1277     13375.82
974      26583.83
416       6923.84
33        2075.24
236       2570.06
36        4997.29
605       2338.15
295        473.74
1189     14820.40
334       9003.76
407      20700.06
1255      1738.84
1270     43007.09
857        647.50
1271     13532.05
209       3842.12
1443     11117.00
1312     12296.55
668        534.50
1297      4748.50
31        4961.50
252       8951.78
242      36666.08
726       7617.32
114      74997.00
87       16742.09
355       7454.00
537       8971.15
1335       156.50
1395     29686.99
1077      3170.75
257      25524.57
864      57026.01
922      10470.42
721       1550.00
1036      1585.45
323      10951.09
1104     17885.65
412       2787.04
493       9355.50
26       10171.46
1242      8596.50
510      13397.60
639       5151.30
564      19802.84
652       1394.74
1125      9013.08
379       7347.50
1209      6285.71
744      30396.43
116       3475.75
841       7800.04
1427      5783.34
753       1083.47
291       1916.41
1399      8437.52
1387     24807.74
185     115302.91
1090      3307.07
1369     25367.16
1409      1396.04
716      64831.70
454      44761.98
23        8380.75
608      38817.60
189      22418.21
682       3806.26
175      40025.82
650      12150.06
824       4852.88
1026     16796.45
548       6569.92
1441      5493.50
330      14712.40
193      33672.71
867       4857.00
286      14527.00
1078     14547.00
149        158.00
361         57.02
1183      7277.25
1346     37416.59
1389      5943.50
1363     14519.60
128       7479.00
61        9458.48
182      11040.41
790       8116.37
1364      5721.50
690       1976.50
292      18080.56
432       9505.93
353       8268.19
1089     12580.12
986      12274.83
962       6655.50
1136     12250.50
126       7383.75
354       8159.59
63       12454.50
137      53121.77
1101      3706.50
1203     13418.16
210       1594.71
103       3071.64
903       1261.08
1046     75589.80
610      12288.59
524      42590.77
123      13032.62
1137      3186.71
486      10425.51
12       13834.92
1243     86832.60
125      14272.44
758       9027.60
139      25812.26
602      16984.81
1095      7694.26
495      51807.80
640       8678.45
1019     18341.67
1245      7149.60
184       3403.08
1421     10700.50
352         38.24
1140     17661.53
1410     11345.20
254        603.50
1040     16190.49
1432     43091.53
846      19070.25
946       2120.88
567       7832.34
28       39172.68
971       2172.05
869      17300.30
449      17235.85
1113      5911.25
803      73908.92
778       1959.07
954       1714.83
1258     13818.96
801      12697.63
1426     12213.16
1240     18965.95
1138      8955.26
1381     34331.02
393       3334.19
989       8033.12
24       14146.63
551       2087.55
988       9380.20
1349    141623.84
1211     56452.70
683       2791.88
1391     10405.20
127      16719.42
1087     14416.66
619       4141.22
948      15796.51
814       5489.99
698       6891.00
1083      5216.50
320       4372.76
674       6524.00
544      11350.47
422      14310.12
747       8915.46
792      48082.70
585       3594.41
885      23588.27
688     154809.94
100      11324.00
914      26935.94
715       4192.65
268       9519.67
1304     37013.12
1122     13510.12
34       18290.25
339       6946.00
452      12121.29
118       9576.57
285       2836.85
1449     11724.33
618       3571.12
1128      7847.15
937      24485.50
665      26239.58
420       9548.42
739      10226.79
745      12048.77
1157     26882.77
1392      3643.03
467      17689.18
1091      1389.00
1028     30845.21
429       5260.75
647      13153.75
313     101660.84
1377     31928.88
303      21999.45
576        660.01
643       9732.25
876       6135.08
457      59097.30
776       1875.41
249      54342.09
1045     13548.74
48       11487.39
933      30696.38
555        699.63
460      14536.60
1106     15279.53
700       6430.01
399      42451.31
Name: Sale_Price, dtype: float64

mape3=np.mean(aerror3/train_ytest)*100
mape3

10.350144555562828

MSE3=metrics.mean_squared_error(train_ytest,pred3)
MSE3

729506292.7417977

SVM reg

from sklearn.svm import LinearSVR
ls = LinearSVR()

ls.fit(train_xtrain,train_ytrain)

LinearSVR()

pred4=ls.predict(train_xtest)

r4=ls.score(train_xtrain,train_ytrain)

adj4=1-(((1-r4)*(1021-1))/(1021-74-1)) 
adj4    

0.7641507111913771

error4=train_ytest-pred4
error4

666    -120103.938775
104     -13881.850794
528       3570.620566
18      -36958.621819
1151    -47589.653654
60      -50575.981337
70      -77756.294059
284     -33853.074608
860      50870.323520
327     -36896.287108
786      -3271.066758
191       -937.115087
218     101421.193775
1276     -6647.249202
713      -3216.271567
1215      4947.792788
621     -57546.316676
1054     -8448.931521
596      -3514.443612
622     -12976.606909
1384     -8378.196434
161      72862.530522
1141     -2896.302029
0       -15058.119453
1337    -25486.172934
90       31089.514083
1202    -14602.280108
482     -11339.621651
1292    -75365.543781
194       3305.562809
1224    -32862.731314
1406      3231.785767
1250    -23528.973960
534      -9744.053098
899     -21815.255451
835     -18213.119429
1228     83127.152485
360       5928.778334
515      93112.815913
2        -6519.498903
781     -19470.463092
1317     17955.565485
501        220.988532
1331     -6967.664805
109     -58931.988025
81      -53195.102283
1185    -10219.912250
1096     -2394.730461
569     -11629.157574
968     -35102.888895
956       -697.267328
862      -8950.480450
942     -53549.839104
543       1036.377215
492     -28328.663040
1039      4441.347731
1131    -62383.440525
142      17280.982406
135     -21428.821964
1197      6984.601366
909     -23486.445240
880     -33447.679813
532      21720.617273
961     -47337.762524
731       -661.548284
1253     44120.903310
32      -14369.755409
55       -8030.855375
791      -7668.556324
1092    -22812.768213
1020    -18938.812851
1336    -70225.675291
992     -23645.778314
373      -8769.705838
520      19234.000871
706    -112174.008924
509     -21323.697720
1086    -27394.741752
794     -15182.893692
1035      7679.035378
847       -970.267879
1390    -11577.190132
1254    -31769.639564
132     -18386.330334
1102    -22872.132149
162     -33796.559884
1152     21415.149666
651     -23763.985449
367       1420.959185
1199    -27942.661880
115     -14205.293423
774     112441.900981
1084    -11605.181472
19      -11863.232074
693      -1422.083671
1180    -47471.155204
1284    -44015.555398
45       73403.840821
1416    -33378.640977
752     -16133.336008
1345     12351.266631
374      -4591.691586
1163    -69815.407262
1114     -6056.570951
1321     19637.681012
843     -59052.855057
614       5692.678698
765      29761.934288
256     -14131.386485
172      38615.686924
770       -445.658887
1393     11804.748382
929     -35495.441952
230       5382.843239
783      -3993.875140
1014    -14220.616172
1031    -45046.691437
722       3125.401238
976      13209.546090
1420      3304.579986
545     -40992.288607
187      -2897.282870
940     -78613.254271
1179      1007.615441
134     -39925.930826
337     -22242.058140
99      -15925.316372
959     -14853.970730
44         585.317996
20       35960.402094
1186    -48478.198023
583      76935.099949
224      55581.903937
934      -3519.980823
195      -5414.167365
823       5022.508750
183     -56336.175255
587       1180.861012
637     -27654.124858
1056    -24646.885914
389     107092.545877
439     -17827.496395
586      27455.232517
1038    -36650.988414
1373     96239.671454
552       7554.411052
902     -12073.984473
306     -32219.031881
1016    -26364.080136
1320    -24033.204744
677      11444.346171
759       -479.030062
957      -5549.648412
834      -9370.741148
1208    -15696.033571
138      -7373.178259
168     -25296.637792
1192    -17583.163695
518     -12666.541083
1198     -4021.183679
246     -13469.881939
336      79584.078654
342       7923.161464
1424    -19883.704626
304     -15500.084931
757     -10564.134730
626     -22817.539356
98       16646.163712
1030     -2719.880548
1217     11571.699489
1407    -27901.432030
325       9430.312853
694       4972.055465
299       3354.992000
1323     16255.463837
938     -15366.080154
723     -26140.335412
1413    -24580.301116
1289     25703.896390
680      11852.648260
383      -1028.236036
1166      5289.261912
72      -37173.761735
730      10746.444690
247     -20669.179958
141     -11743.858311
848     -25934.985807
351     -25668.308585
1411    -38502.708972
1062    -77959.010552
179     -18093.832943
804     -21365.866052
459      -4666.597302
198     -42635.604497
147     -11596.064785
568      31760.842856
1057     -7819.168891
489      -1693.959314
307     -11979.840444
768     -37030.024016
225      -9713.777716
1116      9143.171444
1120     23016.873132
699       4983.358598
1006    -73366.078342
157      30739.318847
913     -38657.342904
30      -63292.632876
497      20365.541192
859     -37173.316360
347     -52810.203265
212      10321.077308
1298   -571297.444421
659     -35568.144026
25        9934.458283
1133     -6703.724048
563       8212.389448
1412     22774.864599
729      19995.012038
901     -17962.160817
737      15985.719250
365       6389.322347
1277    -29345.357646
974      -8116.372591
416     -15577.444801
33      -35375.839293
236     -20418.126910
36      -22709.598511
605     -22934.523361
295     -11766.084321
1189    -20292.577285
334     -26264.588258
407      19891.106491
1255     -8366.271036
1270     26894.393605
857      -1757.269229
1271      6298.958673
209      -7181.801711
1443     32509.011148
1312    -10995.897555
668     -30262.485500
1297     -5126.411198
31      -16867.574574
252     -32330.453929
242     -19939.630869
726     -14128.859876
114      23244.909991
87        9547.864152
355      -9345.665902
537     -24900.338398
1335    -24255.463519
1395     -6941.494860
1077    -14142.689480
257     -32842.787067
864      43521.076430
922     -33065.123494
721      -4043.195415
1036     55570.985919
323     -30344.731828
1104    -17870.240070
412      -4578.023541
493       -214.658866
26       10063.135409
1242      6568.718027
510     -20547.174463
639      34543.628924
564      -5928.210802
652     -10087.602849
1125     -3496.354137
379     -33869.047615
1209     20229.620320
744      -9796.614456
116      -3062.473009
841      17843.223684
1427    -20502.959503
753      22062.668413
291     -13145.697844
1399    -20560.679938
1387    -58154.564473
185     160803.955657
1090     19764.022382
1369     -5243.040980
1409    -22470.077936
716     -46861.806997
454     -51575.361459
23      -15500.887119
608      71718.943257
189      42431.435505
682     -15371.398019
175       9551.541371
650      -1920.001322
824       7258.670553
1026     -6814.811793
548      10032.695734
1441       131.813270
330     -83015.492547
193     -65848.724286
867     -21455.851928
286     -42497.740792
1078      7135.309040
149      -7638.557174
361     -12170.716066
1183    -11796.858684
1346     -4771.911538
1389     12982.996883
1363    -27060.614363
128       -579.937019
61       -1603.004373
182      -7343.225856
790       -512.997911
1364      -904.091273
690     -10129.602755
292     -61323.051421
432     -19930.000944
353      14424.474651
1089      1015.209201
986     -18712.104091
962      -5846.239510
1136    -17509.180283
126        339.523680
354     -35642.877568
63        2980.098503
137     -77360.404755
1101    -16978.756557
1203    -14819.962935
210       5625.413779
103       7209.811829
903      -3527.826710
1046    112863.144061
610      34001.201366
524      16343.686473
123     -15992.573348
1137     11289.173470
486       -660.138194
12       -1234.125723
1243    147888.884597
125      15095.027734
758      -3097.857620
139      -3238.369638
602     -15155.296986
1095    -22850.988846
495     -43849.924133
640      28596.978118
1019     14836.029008
1245    -32692.546454
184      20347.896097
1421    -15566.468872
352     -11648.150842
1140     15475.693522
1410     -5727.175142
254     -19889.693921
1040    -54157.072215
1432    -47455.404178
846       1528.656402
946      -4974.392074
567      -7755.545517
28      -22898.237487
971     -21192.612913
869      -6738.853538
449     -17419.072886
1113    -16724.126067
803     117512.175691
778     -27165.289798
954     -24954.045383
1258      7520.728266
801     -18113.742097
1426     -1501.967940
1240     -2332.566464
1138    -30689.650727
1381      -557.144744
393       8623.495925
989      -4131.440110
24        4782.419034
551        666.424774
988     -23916.669170
1349    -42331.945458
1211    -42472.630673
683      25426.481961
1391    -56440.592966
127      10410.791908
1087     11714.751730
619      10732.100508
948     -33562.551057
814      12674.039282
698      -2416.837641
1083     -8645.654413
320      33152.311899
674     -16450.084492
544     -35808.577052
422     -21274.240594
747      37286.755591
792      16541.485103
585      63100.545564
885      83605.791597
688     165210.789049
100     -31086.471303
914      13162.292724
715       -858.116961
268      30173.138321
1304    -68545.648445
1122      3128.893030
34       36601.597421
339     -36648.001742
452     -21222.109064
118     -47622.022628
285       8794.791347
1449     10880.364947
618      34272.664016
1128    -20461.944258
937       6481.358094
665     -15316.102416
420      -7449.240885
739     -20160.157448
745       9533.337177
1157     24172.368706
1392     -4925.578220
467     -27548.336683
1091      2993.989959
1028    -30468.004670
429     -41703.019520
647      -4006.845383
313    -196910.461434
1377    -47766.659597
303       6556.137716
576      19059.764069
643     -30769.354200
876     -37909.751699
457     -21006.646739
776     -16114.841935
249    -203039.813937
1045      3637.200294
48      -15558.753130
933     -26676.513269
555      18356.099683
460      19476.808320
1106    -18041.566917
700      21974.395515
399      16902.534064
Name: Sale_Price, dtype: float64

aerror4=np.abs(error4)

mape4=np.mean(aerror4/train_ytest)*100
mape4

15.483175608656087

MSE4=metrics.mean_squared_error(train_ytest,pred4)
MSE4

2099978561.6948323

KNN reg

from sklearn.neighbors import KNeighborsRegressor
knn =  KNeighborsRegressor(n_neighbors = 10)

knn.fit(train_xtrain,train_ytrain)

KNeighborsRegressor(n_neighbors=10)

pred5=knn.predict(train_xtest)

r25=knn.score(train_xtrain,train_ytrain)

adj_r25=1-(((1-r25)*(1021-1))/(1021-74-1)) 
adj_r25   

0.7019483326095717

error5=train_ytest-pred5
error5

666     -67640.2
104      17450.0
528     -28921.1
18        5200.0
1151     -7910.0
60      -12040.0
70     -111300.2
284       7900.0
860      46470.0
327      -8100.0
786     -36025.0
191       3220.0
218      94127.0
1276     -7680.0
713     -15640.0
1215      9850.0
621     -52327.4
1054     16345.0
596     -18976.0
622       4910.0
1384    -42201.5
161     124855.0
1141     10695.0
0        15060.0
1337    -46965.0
90      -14402.2
1202    -14050.0
482      -2650.0
1292    -30110.0
194       3140.0
1224    -18655.2
1406     15011.7
1250    -42013.2
534       1138.5
899      -4520.0
835      -4040.0
1228    124821.3
360      29170.0
515      77906.1
2        19280.0
781      -1460.0
1317     34500.4
501      36685.0
1331     -1400.0
109     -29130.5
81      -31172.8
1185    -15840.0
1096     -5110.0
569       8220.0
968     -66710.0
956      23310.0
862      15665.0
942      -3603.7
543       5965.0
492     -34988.0
1039    -15140.0
1131    -36450.0
142      11460.0
135     -45429.3
1197    -31574.0
909     -12360.0
880       5496.3
532     -14016.4
961       2192.0
731      39760.0
1253    111456.8
32       -7134.1
55       10755.0
791        275.0
1092    -26660.0
1020     23746.3
1336    -92016.0
992      -4665.0
373     -20000.0
520     -14315.0
706      24165.0
509     -28300.0
1086    -14390.0
794       -705.0
1035    -29690.0
847     -53932.2
1390      8467.3
1254     13430.0
132       4060.0
1102     -4810.0
162      22650.0
1152     45320.0
651     -70704.0
367       3210.0
1199     -6975.0
115      18860.0
774     123323.9
1084      -258.7
19      -10640.0
693      11630.0
1180    -22793.0
1284    -20940.0
45      131198.9
1416   -105180.0
752      -8565.0
1345     -5765.0
374      50210.0
1163    -85771.0
1114     12290.0
1321    -15010.0
843     -63386.1
614     -14790.0
765      25525.9
256      16060.0
172      98500.0
770       7870.0
1393    -16215.0
929      -7070.6
230     -12611.9
783      17650.0
1014    -33090.0
1031    -92226.1
722      22124.2
976     -16720.0
1420     16940.0
545     -37725.0
187     -24985.0
940    -105211.7
1179    -18549.3
134     -20135.0
337      14372.2
99      -16840.0
959       6950.0
44       20530.0
20       59944.2
1186    -97855.0
583      48252.3
224      72225.9
934      46870.0
195       1350.0
823     -17330.0
183     -33330.0
587       3310.0
637     -33200.0
1056     16360.0
389     131541.7
439     -27730.0
586       8190.0
1038     -1190.0
1373    160465.1
552      40249.5
902      13460.0
306       3770.0
1016     31850.0
1320     -5560.0
677       4244.2
759      46568.1
957      -7840.0
834      11070.0
1208     11030.0
138      32475.0
168       2791.0
1192    -15650.0
518      15955.0
1198     36639.1
246     -70800.0
336      67385.8
342     -20699.3
1424     -2130.0
304      56203.0
757        640.0
626      -3448.0
98      -23100.0
1030      6650.0
1217     71896.0
1407    -22190.0
325     -18750.0
694       5400.0
299      -3090.0
1323    -14330.0
938      48209.0
723     -28839.0
1413    -15213.2
1289     75910.0
680      25651.7
383     -32833.4
1166      7117.9
72        5577.5
730      -3900.0
247     -51424.6
141     -18843.2
848     -50725.0
351     -34100.0
1411    -21490.0
1062   -113099.7
179     -16003.4
804     -21050.0
459     -13180.0
198     -32430.0
147      11700.0
568      37903.4
1057     58347.6
489      -7290.0
307     -59410.0
768     -11794.8
225      13150.0
1116      5370.0
1120      2425.0
699      17189.9
1006    -70550.0
157      69150.0
913      14600.0
30      -99244.1
497      10060.0
859      -2095.0
347     -53200.0
212      66958.0
1298   -141555.0
659      -8435.0
25       25833.9
1133     29930.0
563     -17633.5
1412    -29202.2
729      -7090.0
901       9200.0
737      45272.5
365      -4250.0
1277     16400.0
974     -39540.0
416     -21130.0
33      -56340.0
236      -6010.9
36        9535.9
605      18270.0
295      16650.0
1189     25320.0
334       9785.0
407     -38973.0
1255      5290.0
1270     68437.5
857       6171.0
1271    -23278.9
209      10800.0
1443      5347.4
1312      6905.3
668     -39890.0
1297     15115.0
31      -16272.4
252       -959.0
242     -54483.4
726     -11679.4
114      90010.0
87       25876.6
355      23875.0
537     -25680.0
1335      6970.0
1395     32491.1
1077    -50192.2
257      -5725.0
864      64617.6
922     -19999.3
721       6750.0
1036     78260.0
323      17897.9
1104    -13400.0
412      28772.1
493      16350.0
26       17460.0
1242     30000.0
510     -29190.0
639      79423.2
564      47670.0
652      19776.0
1125    -12720.0
379      18210.0
1209     38400.8
744     -23900.0
116     -11900.0
841       7420.0
1427    -51990.0
753      82522.5
291       4120.0
1399      1350.0
1387    -40840.0
185     232208.5
1090    -10599.3
1369     39575.0
1409     13739.0
716     -82590.0
454     -57972.7
23      -22440.0
608      74380.1
189      79900.0
682       2052.2
175      16750.0
650      25241.0
824      30485.4
1026     17610.0
548       5661.7
1441     20415.0
330    -119232.1
193     -24140.0
867     -15723.7
286     -16080.0
1078     24550.0
149     -15310.0
361     -16504.0
1183    -23825.0
1346     11937.6
1389     15810.0
1363      1605.5
128     -21980.0
61      -33070.0
182       2880.0
790     -25862.5
1364      5162.0
690       8940.0
292     -63860.0
432     -13200.0
353       4774.2
1089     26362.2
986     -10670.0
962       4850.0
1136     -5440.0
126      24200.0
354      -4560.0
63      -16282.5
137     -45650.5
1101     -4480.0
1203    -15518.1
210      -8510.0
103      31600.9
903       1393.9
1046    176286.9
610      50084.6
524      62042.0
123       6450.0
1137    -18305.0
486      12660.0
12       -5880.0
1243    136814.8
125     -46470.0
758      28500.0
139      13834.8
602      -1295.0
1095      2918.6
495     -88240.0
640      39870.0
1019     24501.5
1245     -2600.0
184      -8320.0
1421    -13110.1
352     -40195.0
1140     11970.0
1410     24440.0
254     -22550.0
1040    -40820.0
1432    -52750.0
846      20475.0
946      12461.7
567     -22239.1
28      -30300.0
971      22100.0
869      16170.0
449      11920.0
1113     -3590.0
803      99560.4
778      24803.6
954      -3280.0
1258     49910.0
801     -35150.1
1426     -6727.4
1240     22330.0
1138     -3657.7
1381    -27258.6
393     -23320.0
989      18191.0
24       36411.7
551       3612.9
988     -10160.0
1349    -20673.4
1211    -20560.0
683      24766.8
1391    -88299.0
127     -27125.0
1087     55760.0
619      40363.4
948      -6841.0
814     -35619.0
698      15111.7
1083     15340.0
320      76953.2
674       2400.0
544      10121.8
422     -76236.5
747        917.1
792      49960.0
585      42066.8
885      99750.0
688     209400.0
100     -32540.0
914      37693.0
715      28055.0
268      -6580.0
1304    -30700.0
1122     11322.3
34       81546.3
339       3130.0
452       4485.0
118      34403.4
285      35526.6
1449     -3140.0
618      70032.5
1128     26030.0
937      86060.0
665      13589.5
420      46896.3
739      25400.0
745      31862.3
1157     40835.0
1392      1910.0
467     -40825.0
1091     35860.0
1028    -41700.0
429       5150.0
647      21350.0
313      97165.0
1377    -60830.0
303      11000.0
576      17390.0
643     -36225.0
876     -67852.5
457     -45555.0
776      18235.4
249       -835.0
1045    -13490.0
48      -26673.4
933        237.6
555       3237.9
460      68305.0
1106     34360.0
700      -4040.2
399      94400.0
Name: Sale_Price, dtype: float64

aerror5=np.abs(error5)

mape5=np.mean(aerror5/train_ytest)*100
mape5

18.47220615625097

MSE5=metrics.mean_squared_error(train_ytest,pred5)
MSE5

1972400286.9262788

Feature Engineering / Selection to improve accuracy

train6=train5.copy()
train6.shape

(1459, 76)

plt.figure(figsize=(9,16))
corr_feat_series = pd.Series.sort_values(train6.corrwith(train6.Sale_Price))
sns.barplot(x=corr_feat_series, y=corr_feat_series.index, orient='h')

<AxesSubplot:>

list(corr_feat_series.index)

['Garage',
 'Heating_Quality',
 'Air_Conditioning',
 'Electrical_System',
 'BsmtFinType1',
 'Pavedd_Drive',
 'Zoning_Class',
 'House_Type',
 'Kitchen_Above_Grade',
 'Basement_Condition',
 'Exterior_Condition',
 'Garage_Condition',
 'Heating_Type',
 'Building_Class',
 'BsmtFinType2',
 'House_Condition',
 'Sale_Type',
 'Garage_Quality',
 'Road_Type',
 'Year_Sold',
 'Id',
 'LowQualFinSF',
 'Underground_Half_Bathroom',
 'Miscellaneous_Value',
 'Utility_Type',
 'Open_Lobby_Area',
 'BsmtFinSF2',
 'Garage_Area',
 'Condition2',
 'Enclosed_Lobby_Area',
 'W_Deck_Area',
 'Three_Season_Lobby_Area',
 'Property_Slope',
 'Month_Sold',
 'Pool_Area',
 'Land_Outline',
 'Lot_Configuration',
 'Condition1',
 'Exterior1st',
 'Screen_Lobby_Area',
 'Roof_Quality',
 'Exterior2nd',
 'Functional_Rate',
 'Roof_Design',
 'Bedroom_Above_Grade',
 'House_Design',
 'Exposure_Level',
 'Neighborhood',
 'BsmtUnfSF',
 'Sale_Condition',
 'Underground_Full_Bathroom',
 'Property_Shape',
 'Lot_Size',
 'Half_Bathroom_Above_Grade',
 'Second_Floor_Area',
 'Lot_Extent',
 'Garage_Finish_Year',
 'Foundation_Type',
 'BsmtFinSF1',
 'Brick_Veneer_Type',
 'Garage_Built_Year',
 'Kitchen_Quality',
 'Brick_Veneer_Area',
 'Fireplaces',
 'Basement_Height',
 'Remodel_Year',
 'Rooms_Above_Grade',
 'Construction_Year',
 'Full_Bathroom_Above_Grade',
 'Exterior_Material',
 'First_Floor_Area',
 'Total_Basement_Area',
 'Garage_Size',
 'Grade_Living_Area',
 'Overall_Material',
 'Sale_Price']

DROP FEATURES

train6 = train6.drop(['Road_Type',
'Year_Sold',
 'Id',
 'LowQualFinSF',
 'Underground_Half_Bathroom',
 'Miscellaneous_Value',
 'Utility_Type',
 'Open_Lobby_Area',
 'BsmtFinSF2',
 'Garage_Area',
 'Condition2',
 'Enclosed_Lobby_Area',
 'W_Deck_Area'],axis=1)

Linear Regression Model

train_x=train6.iloc[:,1:-1]
train_y=train6.iloc[:,-1]
test_x=test3.iloc[:,1:]

train_x.head()

	Zoning_Class	Lot_Extent	Lot_Size	Property_Shape	Land_Outline	Lot_Configuration	Property_Slope	Neighborhood	Condition1	House_Type	House_Design	Overall_Material	House_Condition	Construction_Year	Remodel_Year	Roof_Design	Roof_Quality	Exterior1st	Exterior2nd	Brick_Veneer_Type	Brick_Veneer_Area	Exterior_Material	Exterior_Condition	Foundation_Type	Basement_Height	Basement_Condition	Exposure_Level	BsmtFinType1	BsmtFinSF1	BsmtFinType2	BsmtUnfSF	Total_Basement_Area	Heating_Type	Heating_Quality	Air_Conditioning	Electrical_System	First_Floor_Area	Second_Floor_Area	Grade_Living_Area	Underground_Full_Bathroom	Full_Bathroom_Above_Grade	Half_Bathroom_Above_Grade	Bedroom_Above_Grade	Kitchen_Above_Grade	Kitchen_Quality	Rooms_Above_Grade	Functional_Rate	Fireplaces	Garage	Garage_Built_Year	Garage_Finish_Year	Garage_Size	Garage_Quality	Garage_Condition	Pavedd_Drive	Three_Season_Lobby_Area	Screen_Lobby_Area	Pool_Area	Month_Sold	Sale_Type	Sale_Condition
0	0	65.0	8450	0	0	0	0	5	2	0	5	7	5	2003	2003	0	4	12	13	1	196.0	1	0	2	1	0	0	1	706	0	150	856	0	0	0	0	856	854	1710	1	2	1	3	1	1	8	7	0	2	2003.0	2	2	0	0	0	0	0	0	2	8	4
1	0	80.0	9600	0	0	3	0	24	1	0	2	6	8	1976	1976	0	4	8	8	0	0.0	0	0	1	1	0	2	2	978	0	284	1262	0	0	0	0	1262	0	1262	0	2	0	3	1	0	6	7	1	2	1976.0	2	2	0	0	0	0	0	0	5	8	4
2	0	68.0	11250	1	0	0	0	5	2	0	5	7	5	2001	2002	0	4	12	13	1	162.0	1	0	2	1	0	3	1	486	0	434	920	0	0	0	0	920	866	1786	1	2	1	3	1	1	6	7	1	2	2001.0	2	2	0	0	0	0	0	0	9	8	4
3	0	60.0	9550	1	0	1	0	6	2	0	5	7	5	1915	1970	0	4	13	15	0	0.0	0	0	0	0	1	0	2	216	0	540	756	0	2	0	0	961	756	1717	1	1	0	3	1	1	7	7	1	6	1998.0	0	3	0	0	0	0	0	0	2	8	0
4	0	84.0	14260	1	0	3	0	15	2	0	5	8	5	2000	2000	0	4	12	13	1	350.0	1	0	2	1	0	1	1	655	0	490	1145	0	0	0	0	1145	1053	2198	1	2	1	4	1	1	9	7	1	2	2000.0	2	3	0	0	0	0	0	0	12	8	4

train_y.head()

0    208500
1    181500
2    223500
3    140000
4    250000
Name: Sale_Price, dtype: int64

train_x.shape,train_y.shape,test_x.shape

((1459, 61), (1459,), (1459, 74))

import sklearn
from sklearn.model_selection import train_test_split

train_xtrain,train_xtest,train_ytrain,train_ytest=train_test_split(train_x,train_y,test_size=0.3,random_state=101 )

train_xtrain.shape,train_xtest.shape,train_ytrain.shape,train_ytest.shape

((1021, 61), (438, 61), (1021,), (438,))

from sklearn import linear_model
ln=linear_model.LinearRegression()

ln.fit(train_xtrain,train_ytrain)

LinearRegression()

preddd=ln.predict(train_xtest)

ln.intercept_

-941804.2593572278

rsqq=ln.score(train_xtrain,train_ytrain)
rsqq

0.8882717345535858

adjrrr=1-(((1-rsqq)*(1021-1)/(1021-61-1)))
adjrrr

0.881164931433428

rr=ln.predict(train_xtrain)
rr

array([278490.66773666, 133947.64408148, 135190.29552959, ...,
       139097.43048337, 257090.68793392, 142137.26393706])

mean_y=train_ytrain.mean()
mean_y

180174.91087169442

SSR=np.sum(np.square(r - mean_y))
SSR

5190680491804.078

from sklearn import metrics

d1_mae=metrics.mean_absolute_error(train_ytest,preddd)
d1_mae

18390.297803887974

d1_mse=metrics.mean_squared_error(train_ytest,preddd)
d1_mse

999321892.4448274

rmse=np.sqrt(d1_mse)
rmse

31612.052961565583

ddd1=pd.DataFrame(preddd,columns=["Sale_Price"])
ddd1

	Sale_Price
0	195755.405877
1	180364.372990
2	76630.888708
3	164086.090660
4	168385.916257
5	191789.557131
6	323840.021008
7	195614.455900
8	163933.102574
9	150523.576005
10	153587.404312
11	192950.212592
12	235353.763364
13	160783.476129
14	98559.297982
15	100038.525588
16	253611.062580
17	269234.884539
18	126496.373884
19	136955.141818
20	122916.985221
21	370366.635753
22	183440.418480
23	218974.856943
24	58103.566132
25	99954.241957
26	122953.501346
27	178090.944375
28	128405.192917
29	120464.352070
30	214328.141489
31	140292.827429
32	268672.906099
33	203439.078979
34	142330.764324
35	110027.405014
36	345940.042067
37	157580.808741
38	361633.337923
39	231065.113373
40	183917.654076
41	195088.588540
42	204941.195076
43	123427.368398
44	231329.061009
45	192411.518367
46	114496.160065
47	123351.426147
48	144490.665454
49	31928.591495
50	132130.182774
51	151772.767007
52	115303.511960
53	133960.205678
54	175077.043707
55	68772.358885
56	110035.369066
57	132826.202080
58	194444.112138
59	154754.441893
60	185784.029343
61	162724.788128
62	88056.922644
63	282995.793677
64	213968.127416
65	263576.949885
66	204782.413980
67	179773.558300
68	155401.879698
69	157482.526086
70	161192.154324
71	149437.366003
72	204488.649359
73	110524.861114
74	47563.044699
75	300427.807191
76	130890.846073
77	77929.183423
78	210290.637739
79	70348.228722
80	122097.488949
81	240924.790506
82	196867.147113
83	153721.860686
84	126808.852766
85	257831.484812
86	192946.657812
87	116469.228286
88	159215.697758
89	134963.248823
90	184730.034013
91	285848.452635
92	171189.393933
93	108105.751106
94	83126.664011
95	264629.188881
96	201501.567094
97	286098.606934
98	103644.479927
99	214833.157373
100	98667.192994
101	213952.552661
102	137127.254185
103	114692.912468
104	30860.190622
105	127221.618180
106	66667.647876
107	256909.699096
108	194435.309135
109	230496.619267
110	136931.838078
111	156504.919014
112	229103.230174
113	134900.999105
114	177490.626465
115	131064.571077
116	239290.297890
117	108976.586837
118	92639.273486
119	158363.429204
120	264505.134714
121	137986.871432
122	179564.044430
123	78331.821467
124	160042.321266
125	229308.895055
126	108217.515622
127	172622.165964
128	132034.260088
129	289052.446089
130	86851.338242
131	303844.501749
132	368012.316130
133	239345.340550
134	141838.271433
135	143610.867667
136	205795.570202
137	138032.240824
138	75105.383517
139	218631.228819
140	367541.041432
141	154829.362333
142	132824.696098
143	85651.189671
144	401769.864370
145	258522.684182
146	193583.008766
147	253540.196624
148	231413.390211
149	166148.578228
150	109650.333083
151	282191.989499
152	124796.756007
153	134459.572670
154	148435.369512
155	267107.332555
156	204949.208397
157	144669.370218
158	201886.160298
159	178075.715783
160	173574.885937
161	325929.401528
162	41787.190894
163	134802.983962
164	297681.179295
165	142625.377861
166	113841.416404
167	60920.635402
168	105299.782519
169	237043.019390
170	110853.821894
171	95575.189712
172	127189.173218
173	145668.235499
174	107169.134928
175	254532.689512
176	121944.687503
177	269638.667573
178	289082.893736
179	122419.364863
180	99836.328906
181	239765.790708
182	190907.377642
183	249054.117638
184	145826.069690
185	256212.171361
186	216675.980988
187	210631.197205
188	147480.361974
189	106083.949437
190	114420.596593
191	96696.186770
192	106951.862799
193	133588.625858
194	226811.113401
195	311444.345439
196	241312.250864
197	86990.296130
198	136825.435287
199	236579.039642
200	75888.729257
201	201294.091369
202	104996.017391
203	199329.658868
204	198431.627684
205	258083.485916
206	135002.818184
207	74827.210936
208	165987.380664
209	264567.186167
210	191997.474644
211	228151.779562
212	563153.054841
213	180194.655400
214	249752.734263
215	251534.829144
216	181392.971660
217	59507.265172
218	92453.446486
219	168803.141085
220	234095.267351
221	114742.037332
222	203880.096433
223	206158.076357
224	160022.554843
225	177581.837861
226	194851.628741
227	135069.815977
228	211794.945687
229	159192.045009
230	192249.776626
231	203884.135201
232	140344.785598
233	133010.587835
234	254435.200571
235	153483.903107
236	176010.370215
237	157761.438444
238	105072.386828
239	306121.251764
240	166074.031739
241	150185.695996
242	132923.415196
243	184879.926298
244	95611.098129
245	240238.499383
246	229777.167692
247	154551.544212
248	179492.040128
249	111573.396511
250	178888.328065
251	289918.571784
252	121303.703677
253	230512.189323
254	202638.332348
255	184025.869893
256	157123.454748
257	301855.011119
258	115065.495343
259	108474.010119
260	254571.139112
261	151564.701162
262	140536.770589
263	187475.070948
264	155410.423065
265	273462.144984
266	257647.171819
267	202771.497641
268	126755.885848
269	178461.720081
270	288960.425727
271	222928.769336
272	121611.164504
273	152435.950926
274	150726.039744
275	266956.943580
276	120735.771796
277	156176.427152
278	204108.891508
279	380126.246392
280	40394.988416
281	259648.306958
282	212421.714023
283	212644.953802
284	174792.534052
285	151304.167209
286	291631.612971
287	279658.252624
288	211331.672929
289	213703.594949
290	199207.766129
291	222333.171435
292	157993.651942
293	122176.216903
294	161347.978994
295	129081.798687
296	173764.613410
297	137536.631885
298	194335.398549
299	168912.107032
300	109334.435222
301	132036.966130
302	139508.989915
303	256257.780836
304	135494.074887
305	170440.123701
306	141174.805136
307	112260.632168
308	130690.770153
309	169686.814261
310	138935.008513
311	165106.176169
312	126090.008967
313	120841.654484
314	110659.786442
315	221695.060771
316	147393.926486
317	170246.630960
318	109860.228087
319	124256.350046
320	155371.591212
321	155849.783790
322	174157.988016
323	116202.669366
324	216804.352936
325	96860.522684
326	183403.310835
327	238756.506668
328	358436.342345
329	318872.033398
330	291559.506533
331	167781.017905
332	98822.085769
333	145145.645787
334	134697.166220
335	361578.703952
336	90020.468980
337	165783.645580
338	203899.101824
339	243742.809625
340	178240.753710
341	36181.944180
342	291949.620982
343	206290.831433
344	169444.050720
345	134543.226114
346	135369.597295
347	119807.655940
348	134711.291946
349	219702.023465
350	141142.097657
351	153982.541946
352	72007.207720
353	219735.197876
354	136335.398396
355	211043.172468
356	198295.206021
357	190139.289226
358	244146.177744
359	104810.739367
360	133433.736499
361	364028.367598
362	155665.350899
363	119156.039733
364	196995.425950
365	114346.175453
366	262662.958499
367	220898.100873
368	220710.562265
369	237466.514559
370	53314.118362
371	189851.573826
372	161091.679116
373	97897.067840
374	193697.888474
375	143763.295417
376	230196.044675
377	281754.069416
378	113248.293564
379	81216.912672
380	254229.669978
381	307993.712556
382	221748.147185
383	114982.912490
384	130762.435474
385	164123.297657
386	295418.840965
387	147360.000245
388	215732.416239
389	111764.176533
390	252295.270824
391	246600.144195
392	331797.355208
393	258314.954213
394	260217.528504
395	230839.294053
396	160575.762324
397	156976.029034
398	95036.717481
399	186938.237407
400	63870.137377
401	285698.141083
402	159204.887705
403	208984.701967
404	346105.011771
405	171073.658169
406	78680.679441
407	313392.701414
408	224025.006156
409	245590.625776
410	235649.529520
411	198296.062859
412	200197.244109
413	309846.824023
414	204015.550581
415	116914.141462
416	157347.587097
417	161423.951230
418	118385.595484
419	212255.431892
420	153999.845643
421	374724.227015
422	129767.682650
423	116977.419266
424	144756.798522
425	121234.850253
426	131749.225455
427	201849.252655
428	234196.783280
429	309947.225932
430	118831.674952
431	38687.828506
432	203955.514147
433	93407.547210
434	235778.359948
435	221812.036955
436	312065.012029
437	219629.958020

ddd2=pd.DataFrame(test3.iloc[:,0])
ddd2

	Id
0	1461
1	1462
2	1463
3	1464
4	1465
5	1466
6	1467
7	1468
8	1469
9	1470
10	1471
11	1472
12	1473
13	1474
14	1475
15	1476
16	1477
17	1478
18	1479
19	1480
20	1481
21	1482
22	1483
23	1484
24	1485
25	1486
26	1487
27	1488
28	1489
29	1490
30	1491
31	1492
32	1493
33	1494
34	1495
35	1496
36	1497
37	1498
38	1499
39	1500
40	1501
41	1502
42	1503
43	1504
44	1505
45	1506
46	1507
47	1508
48	1509
49	1510
50	1511
51	1512
52	1513
53	1514
54	1515
55	1516
56	1517
57	1518
58	1519
59	1520
60	1521
61	1522
62	1523
63	1524
64	1525
65	1526
66	1527
67	1528
68	1529
69	1530
70	1531
71	1532
72	1533
73	1534
74	1535
75	1536
76	1537
77	1538
78	1539
79	1540
80	1541
81	1542
82	1543
83	1544
84	1545
85	1546
86	1547
87	1548
88	1549
89	1550
90	1551
91	1552
92	1553
93	1554
94	1555
95	1556
96	1557
97	1558
98	1559
99	1560
100	1561
101	1562
102	1563
103	1564
104	1565
105	1566
106	1567
107	1568
108	1569
109	1570
110	1571
111	1572
112	1573
113	1574
114	1575
115	1576
116	1577
117	1578
118	1579
119	1580
120	1581
121	1582
122	1583
123	1584
124	1585
125	1586
126	1587
127	1588
128	1589
129	1590
130	1591
131	1592
132	1593
133	1594
134	1595
135	1596
136	1597
137	1598
138	1599
139	1600
140	1601
141	1602
142	1603
143	1604
144	1605
145	1606
146	1607
147	1608
148	1609
149	1610
150	1611
151	1612
152	1613
153	1614
154	1615
155	1616
156	1617
157	1618
158	1619
159	1620
160	1621
161	1622
162	1623
163	1624
164	1625
165	1626
166	1627
167	1628
168	1629
169	1630
170	1631
171	1632
172	1633
173	1634
174	1635
175	1636
176	1637
177	1638
178	1639
179	1640
180	1641
181	1642
182	1643
183	1644
184	1645
185	1646
186	1647
187	1648
188	1649
189	1650
190	1651
191	1652
192	1653
193	1654
194	1655
195	1656
196	1657
197	1658
198	1659
199	1660
200	1661
201	1662
202	1663
203	1664
204	1665
205	1666
206	1667
207	1668
208	1669
209	1670
210	1671
211	1672
212	1673
213	1674
214	1675
215	1676
216	1677
217	1678
218	1679
219	1680
220	1681
221	1682
222	1683
223	1684
224	1685
225	1686
226	1687
227	1688
228	1689
229	1690
230	1691
231	1692
232	1693
233	1694
234	1695
235	1696
236	1697
237	1698
238	1699
239	1700
240	1701
241	1702
242	1703
243	1704
244	1705
245	1706
246	1707
247	1708
248	1709
249	1710
250	1711
251	1712
252	1713
253	1714
254	1715
255	1716
256	1717
257	1718
258	1719
259	1720
260	1721
261	1722
262	1723
263	1724
264	1725
265	1726
266	1727
267	1728
268	1729
269	1730
270	1731
271	1732
272	1733
273	1734
274	1735
275	1736
276	1737
277	1738
278	1739
279	1740
280	1741
281	1742
282	1743
283	1744
284	1745
285	1746
286	1747
287	1748
288	1749
289	1750
290	1751
291	1752
292	1753
293	1754
294	1755
295	1756
296	1757
297	1758
298	1759
299	1760
300	1761
301	1762
302	1763
303	1764
304	1765
305	1766
306	1767
307	1768
308	1769
309	1770
310	1771
311	1772
312	1773
313	1774
314	1775
315	1776
316	1777
317	1778
318	1779
319	1780
320	1781
321	1782
322	1783
323	1784
324	1785
325	1786
326	1787
327	1788
328	1789
329	1790
330	1791
331	1792
332	1793
333	1794
334	1795
335	1796
336	1797
337	1798
338	1799
339	1800
340	1801
341	1802
342	1803
343	1804
344	1805
345	1806
346	1807
347	1808
348	1809
349	1810
350	1811
351	1812
352	1813
353	1814
354	1815
355	1816
356	1817
357	1818
358	1819
359	1820
360	1821
361	1822
362	1823
363	1824
364	1825
365	1826
366	1827
367	1828
368	1829
369	1830
370	1831
371	1832
372	1833
373	1834
374	1835
375	1836
376	1837
377	1838
378	1839
379	1840
380	1841
381	1842
382	1843
383	1844
384	1845
385	1846
386	1847
387	1848
388	1849
389	1850
390	1851
391	1852
392	1853
393	1854
394	1855
395	1856
396	1857
397	1858
398	1859
399	1860
400	1861
401	1862
402	1863
403	1864
404	1865
405	1866
406	1867
407	1868
408	1869
409	1870
410	1871
411	1872
412	1873
413	1874
414	1875
415	1876
416	1877
417	1878
418	1879
419	1880
420	1881
421	1882
422	1883
423	1884
424	1885
425	1886
426	1887
427	1888
428	1889
429	1890
430	1891
431	1892
432	1893
433	1894
434	1895
435	1896
436	1897
437	1898
438	1899
439	1900
440	1901
441	1902
442	1903
443	1904
444	1905
445	1906
446	1907
447	1908
448	1909
449	1910
450	1911
451	1912
452	1913
453	1914
454	1915
455	1916
456	1917
457	1918
458	1919
459	1920
460	1921
461	1922
462	1923
463	1924
464	1925
465	1926
466	1927
467	1928
468	1929
469	1930
470	1931
471	1932
472	1933
473	1934
474	1935
475	1936
476	1937
477	1938
478	1939
479	1940
480	1941
481	1942
482	1943
483	1944
484	1945
485	1946
486	1947
487	1948
488	1949
489	1950
490	1951
491	1952
492	1953
493	1954
494	1955
495	1956
496	1957
497	1958
498	1959
499	1960
500	1961
501	1962
502	1963
503	1964
504	1965
505	1966
506	1967
507	1968
508	1969
509	1970
510	1971
511	1972
512	1973
513	1974
514	1975
515	1976
516	1977
517	1978
518	1979
519	1980
520	1981
521	1982
522	1983
523	1984
524	1985
525	1986
526	1987
527	1988
528	1989
529	1990
530	1991
531	1992
532	1993
533	1994
534	1995
535	1996
536	1997
537	1998
538	1999
539	2000
540	2001
541	2002
542	2003
543	2004
544	2005
545	2006
546	2007
547	2008
548	2009
549	2010
550	2011
551	2012
552	2013
553	2014
554	2015
555	2016
556	2017
557	2018
558	2019
559	2020
560	2021
561	2022
562	2023
563	2024
564	2025
565	2026
566	2027
567	2028
568	2029
569	2030
570	2031
571	2032
572	2033
573	2034
574	2035
575	2036
576	2037
577	2038
578	2039
579	2040
580	2041
581	2042
582	2043
583	2044
584	2045
585	2046
586	2047
587	2048
588	2049
589	2050
590	2051
591	2052
592	2053
593	2054
594	2055
595	2056
596	2057
597	2058
598	2059
599	2060
600	2061
601	2062
602	2063
603	2064
604	2065
605	2066
606	2067
607	2068
608	2069
609	2070
610	2071
611	2072
612	2073
613	2074
614	2075
615	2076
616	2077
617	2078
618	2079
619	2080
620	2081
621	2082
622	2083
623	2084
624	2085
625	2086
626	2087
627	2088
628	2089
629	2090
630	2091
631	2092
632	2093
633	2094
634	2095
635	2096
636	2097
637	2098
638	2099
639	2100
640	2101
641	2102
642	2103
643	2104
644	2105
645	2106
646	2107
647	2108
648	2109
649	2110
650	2111
651	2112
652	2113
653	2114
654	2115
655	2116
656	2117
657	2118
658	2119
659	2120
660	2121
661	2122
662	2123
663	2124
664	2125
665	2126
666	2127
667	2128
668	2129
669	2130
670	2131
671	2132
672	2133
673	2134
674	2135
675	2136
676	2137
677	2138
678	2139
679	2140
680	2141
681	2142
682	2143
683	2144
684	2145
685	2146
686	2147
687	2148
688	2149
689	2150
690	2151
691	2152
692	2153
693	2154
694	2155
695	2156
696	2157
697	2158
698	2159
699	2160
700	2161
701	2162
702	2163
703	2164
704	2165
705	2166
706	2167
707	2168
708	2169
709	2170
710	2171
711	2172
712	2173
713	2174
714	2175
715	2176
716	2177
717	2178
718	2179
719	2180
720	2181
721	2182
722	2183
723	2184
724	2185
725	2186
726	2187
727	2188
728	2189
729	2190
730	2191
731	2192
732	2193
733	2194
734	2195
735	2196
736	2197
737	2198
738	2199
739	2200
740	2201
741	2202
742	2203
743	2204
744	2205
745	2206
746	2207
747	2208
748	2209
749	2210
750	2211
751	2212
752	2213
753	2214
754	2215
755	2216
756	2217
757	2218
758	2219
759	2220
760	2221
761	2222
762	2223
763	2224
764	2225
765	2226
766	2227
767	2228
768	2229
769	2230
770	2231
771	2232
772	2233
773	2234
774	2235
775	2236
776	2237
777	2238
778	2239
779	2240
780	2241
781	2242
782	2243
783	2244
784	2245
785	2246
786	2247
787	2248
788	2249
789	2250
790	2251
791	2252
792	2253
793	2254
794	2255
795	2256
796	2257
797	2258
798	2259
799	2260
800	2261
801	2262
802	2263
803	2264
804	2265
805	2266
806	2267
807	2268
808	2269
809	2270
810	2271
811	2272
812	2273
813	2274
814	2275
815	2276
816	2277
817	2278
818	2279
819	2280
820	2281
821	2282
822	2283
823	2284
824	2285
825	2286
826	2287
827	2288
828	2289
829	2290
830	2291
831	2292
832	2293
833	2294
834	2295
835	2296
836	2297
837	2298
838	2299
839	2300
840	2301
841	2302
842	2303
843	2304
844	2305
845	2306
846	2307
847	2308
848	2309
849	2310
850	2311
851	2312
852	2313
853	2314
854	2315
855	2316
856	2317
857	2318
858	2319
859	2320
860	2321
861	2322
862	2323
863	2324
864	2325
865	2326
866	2327
867	2328
868	2329
869	2330
870	2331
871	2332
872	2333
873	2334
874	2335
875	2336
876	2337
877	2338
878	2339
879	2340
880	2341
881	2342
882	2343
883	2344
884	2345
885	2346
886	2347
887	2348
888	2349
889	2350
890	2351
891	2352
892	2353
893	2354
894	2355
895	2356
896	2357
897	2358
898	2359
899	2360
900	2361
901	2362
902	2363
903	2364
904	2365
905	2366
906	2367
907	2368
908	2369
909	2370
910	2371
911	2372
912	2373
913	2374
914	2375
915	2376
916	2377
917	2378
918	2379
919	2380
920	2381
921	2382
922	2383
923	2384
924	2385
925	2386
926	2387
927	2388
928	2389
929	2390
930	2391
931	2392
932	2393
933	2394
934	2395
935	2396
936	2397
937	2398
938	2399
939	2400
940	2401
941	2402
942	2403
943	2404
944	2405
945	2406
946	2407
947	2408
948	2409
949	2410
950	2411
951	2412
952	2413
953	2414
954	2415
955	2416
956	2417
957	2418
958	2419
959	2420
960	2421
961	2422
962	2423
963	2424
964	2425
965	2426
966	2427
967	2428
968	2429
969	2430
970	2431
971	2432
972	2433
973	2434
974	2435
975	2436
976	2437
977	2438
978	2439
979	2440
980	2441
981	2442
982	2443
983	2444
984	2445
985	2446
986	2447
987	2448
988	2449
989	2450
990	2451
991	2452
992	2453
993	2454
994	2455
995	2456
996	2457
997	2458
998	2459
999	2460
1000	2461
1001	2462
1002	2463
1003	2464
1004	2465
1005	2466
1006	2467
1007	2468
1008	2469
1009	2470
1010	2471
1011	2472
1012	2473
1013	2474
1014	2475
1015	2476
1016	2477
1017	2478
1018	2479
1019	2480
1020	2481
1021	2482
1022	2483
1023	2484
1024	2485
1025	2486
1026	2487
1027	2488
1028	2489
1029	2490
1030	2491
1031	2492
1032	2493
1033	2494
1034	2495
1035	2496
1036	2497
1037	2498
1038	2499
1039	2500
1040	2501
1041	2502
1042	2503
1043	2504
1044	2505
1045	2506
1046	2507
1047	2508
1048	2509
1049	2510
1050	2511
1051	2512
1052	2513
1053	2514
1054	2515
1055	2516
1056	2517
1057	2518
1058	2519
1059	2520
1060	2521
1061	2522
1062	2523
1063	2524
1064	2525
1065	2526
1066	2527
1067	2528
1068	2529
1069	2530
1070	2531
1071	2532
1072	2533
1073	2534
1074	2535
1075	2536
1076	2537
1077	2538
1078	2539
1079	2540
1080	2541
1081	2542
1082	2543
1083	2544
1084	2545
1085	2546
1086	2547
1087	2548
1088	2549
1089	2550
1090	2551
1091	2552
1092	2553
1093	2554
1094	2555
1095	2556
1096	2557
1097	2558
1098	2559
1099	2560
1100	2561
1101	2562
1102	2563
1103	2564
1104	2565
1105	2566
1106	2567
1107	2568
1108	2569
1109	2570
1110	2571
1111	2572
1112	2573
1113	2574
1114	2575
1115	2576
1116	2577
1117	2578
1118	2579
1119	2580
1120	2581
1121	2582
1122	2583
1123	2584
1124	2585
1125	2586
1126	2587
1127	2588
1128	2589
1129	2590
1130	2591
1131	2592
1132	2593
1133	2594
1134	2595
1135	2596
1136	2597
1137	2598
1138	2599
1139	2600
1140	2601
1141	2602
1142	2603
1143	2604
1144	2605
1145	2606
1146	2607
1147	2608
1148	2609
1149	2610
1150	2611
1151	2612
1152	2613
1153	2614
1154	2615
1155	2616
1156	2617
1157	2618
1158	2619
1159	2620
1160	2621
1161	2622
1162	2623
1163	2624
1164	2625
1165	2626
1166	2627
1167	2628
1168	2629
1169	2630
1170	2631
1171	2632
1172	2633
1173	2634
1174	2635
1175	2636
1176	2637
1177	2638
1178	2639
1179	2640
1180	2641
1181	2642
1182	2643
1183	2644
1184	2645
1185	2646
1186	2647
1187	2648
1188	2649
1189	2650
1190	2651
1191	2652
1192	2653
1193	2654
1194	2655
1195	2656
1196	2657
1197	2658
1198	2659
1199	2660
1200	2661
1201	2662
1202	2663
1203	2664
1204	2665
1205	2666
1206	2667
1207	2668
1208	2669
1209	2670
1210	2671
1211	2672
1212	2673
1213	2674
1214	2675
1215	2676
1216	2677
1217	2678
1218	2679
1219	2680
1220	2681
1221	2682
1222	2683
1223	2684
1224	2685
1225	2686
1226	2687
1227	2688
1228	2689
1229	2690
1230	2691
1231	2692
1232	2693
1233	2694
1234	2695
1235	2696
1236	2697
1237	2698
1238	2699
1239	2700
1240	2701
1241	2702
1242	2703
1243	2704
1244	2705
1245	2706
1246	2707
1247	2708
1248	2709
1249	2710
1250	2711
1251	2712
1252	2713
1253	2714
1254	2715
1255	2716
1256	2717
1257	2718
1258	2719
1259	2720
1260	2721
1261	2722
1262	2723
1263	2724
1264	2725
1265	2726
1266	2727
1267	2728
1268	2729
1269	2730
1270	2731
1271	2732
1272	2733
1273	2734
1274	2735
1275	2736
1276	2737
1277	2738
1278	2739
1279	2740
1280	2741
1281	2742
1282	2743
1283	2744
1284	2745
1285	2746
1286	2747
1287	2748
1288	2749
1289	2750
1290	2751
1291	2752
1292	2753
1293	2754
1294	2755
1295	2756
1296	2757
1297	2758
1298	2759
1299	2760
1300	2761
1301	2762
1302	2763
1303	2764
1304	2765
1305	2766
1306	2767
1307	2768
1308	2769
1309	2770
1310	2771
1311	2772
1312	2773
1313	2774
1314	2775
1315	2776
1316	2777
1317	2778
1318	2779
1319	2780
1320	2781
1321	2782
1322	2783
1323	2784
1324	2785
1325	2786
1326	2787
1327	2788
1328	2789
1329	2790
1330	2791
1331	2792
1332	2793
1333	2794
1334	2795
1335	2796
1336	2797
1337	2798
1338	2799
1339	2800
1340	2801
1341	2802
1342	2803
1343	2804
1344	2805
1345	2806
1346	2807
1347	2808
1348	2809
1349	2810
1350	2811
1351	2812
1352	2813
1353	2814
1354	2815
1355	2816
1356	2817
1357	2818
1358	2819
1359	2820
1360	2821
1361	2822
1362	2823
1363	2824
1364	2825
1365	2826
1366	2827
1367	2828
1368	2829
1369	2830
1370	2831
1371	2832
1372	2833
1373	2834
1374	2835
1375	2836
1376	2837
1377	2838
1378	2839
1379	2840
1380	2841
1381	2842
1382	2843
1383	2844
1384	2845
1385	2846
1386	2847
1387	2848
1388	2849
1389	2850
1390	2851
1391	2852
1392	2853
1393	2854
1394	2855
1395	2856
1396	2857
1397	2858
1398	2859
1399	2860
1400	2861
1401	2862
1402	2863
1403	2864
1404	2865
1405	2866
1406	2867
1407	2868
1408	2869
1409	2870
1410	2871
1411	2872
1412	2873
1413	2874
1414	2875
1415	2876
1416	2877
1417	2878
1418	2879
1419	2880
1420	2881
1421	2882
1422	2883
1423	2884
1424	2885
1425	2886
1426	2887
1427	2888
1428	2889
1429	2890
1430	2891
1431	2892
1432	2893
1433	2894
1434	2895
1435	2896
1436	2897
1437	2898
1438	2899
1439	2900
1440	2901
1441	2902
1442	2903
1443	2904
1444	2905
1445	2906
1446	2907
1447	2908
1448	2909
1449	2910
1450	2911
1451	2912
1452	2913
1453	2914
1454	2915
1455	2916
1456	2917
1457	2918
1458	2919

ddd3=pd.concat([dd2,dd1],axis=1)
ddd3

	Id	Sale_Price
0	1461	192932.208543
1	1462	179602.901040
2	1463	75536.403027
3	1464	164754.712801
4	1465	172927.407899
5	1466	193481.736357
6	1467	329906.123564
7	1468	195744.042325
8	1469	166068.766551
9	1470	153488.114718
10	1471	149808.850657
11	1472	193093.388157
12	1473	230431.173524
13	1474	154281.370843
14	1475	99919.827119
15	1476	102725.327826
16	1477	256943.524186
17	1478	272566.370601
18	1479	129528.535287
19	1480	138587.517581
20	1481	124615.475414
21	1482	374565.161282
22	1483	182007.167317
23	1484	217291.039729
24	1485	67001.898424
25	1486	99170.214380
26	1487	121317.986175
27	1488	175594.748145
28	1489	126922.349187
29	1490	122129.919656
30	1491	214979.255828
31	1492	137465.295821
32	1493	274117.686834
33	1494	203256.612664
34	1495	143627.940738
35	1496	111604.338084
36	1497	346544.350497
37	1498	155133.160498
38	1499	364544.139758
39	1500	229864.820859
40	1501	184240.131744
41	1502	192406.743547
42	1503	208567.131360
43	1504	127598.245087
44	1505	233114.965646
45	1506	189385.524891
46	1507	112620.091931
47	1508	123721.878149
48	1509	149159.212920
49	1510	32217.047482
50	1511	126725.954681
51	1512	153373.848586
52	1513	114435.005742
53	1514	137003.027791
54	1515	176401.450353
55	1516	61885.812018
56	1517	108605.896337
57	1518	132665.085600
58	1519	194376.898982
59	1520	155004.602950
60	1521	188498.519392
61	1522	161438.204581
62	1523	84654.617564
63	1524	284325.743004
64	1525	208636.997619
65	1526	261991.488958
66	1527	205466.143791
67	1528	182007.444451
68	1529	152815.578647
69	1530	155080.269865
70	1531	162382.207594
71	1532	153504.028709
72	1533	209848.812631
73	1534	108876.853187
74	1535	52564.295336
75	1536	320123.894597
76	1537	130266.274554
77	1538	75340.119508
78	1539	211233.112667
79	1540	72031.355443
80	1541	120921.851091
81	1542	242952.532503
82	1543	194320.519149
83	1544	153445.578549
84	1545	127040.450768
85	1546	261472.377545
86	1547	202853.828503
87	1548	113990.168941
88	1549	152490.177571
89	1550	137254.317922
90	1551	184273.765395
91	1552	291811.155203
92	1553	171572.714071
93	1554	106326.982512
94	1555	86469.856346
95	1556	265899.357285
96	1557	198395.666898
97	1558	283201.707238
98	1559	110404.225195
99	1560	215894.691481
100	1561	103996.636808
101	1562	214647.073728
102	1563	139638.360885
103	1564	115662.786584
104	1565	27884.579549
105	1566	129715.777256
106	1567	66674.575860
107	1568	258216.569779
108	1569	195994.835670
109	1570	225941.219027
110	1571	132774.780753
111	1572	155927.708047
112	1573	231962.063751
113	1574	134885.006486
114	1575	177941.341590
115	1576	132209.314629
116	1577	216456.836135
117	1578	111070.757972
118	1579	92632.141341
119	1580	160791.065094
120	1581	271352.666428
121	1582	130545.369709
122	1583	182302.097622
123	1584	76308.611870
124	1585	163540.859138
125	1586	231068.197169
126	1587	108377.810593
127	1588	170235.611986
128	1589	132417.939757
129	1590	293237.554135
130	1591	111316.356295
131	1592	298088.616702
132	1593	378110.850094
133	1594	240961.227311
134	1595	142802.238387
135	1596	142645.373081
136	1597	207291.140519
137	1598	137331.901305
138	1599	76540.212514
139	1600	216076.170079
140	1601	371926.422608
141	1602	157717.628981
142	1603	135992.852235
143	1604	86015.645784
144	1605	415931.916468
145	1606	260957.397183
146	1607	195496.838714
147	1608	251892.718237
148	1609	232630.321479
149	1610	161076.433655
150	1611	112872.105163
151	1612	291661.398949
152	1613	126011.030393
153	1614	134011.590539
154	1615	155000.008222
155	1616	267777.203133
156	1617	203526.361103
157	1618	148236.896656
158	1619	200859.821171
159	1620	179778.877219
160	1621	176048.484886
161	1622	326610.409208
162	1623	42116.609484
163	1624	135157.219700
164	1625	307336.659572
165	1626	138397.596651
166	1627	115265.410167
167	1628	58998.616973
168	1629	113248.563745
169	1630	235462.994365
170	1631	109725.401136
171	1632	97305.262889
172	1633	128915.560430
173	1634	144366.521986
174	1635	110432.873084
175	1636	257631.742831
176	1637	122295.497877
177	1638	272855.600621
178	1639	291702.770635
179	1640	124937.010848
180	1641	100188.057600
181	1642	237567.926532
182	1643	192974.959365
183	1644	244324.291980
184	1645	149023.955535
185	1646	259602.339795
186	1647	221371.922344
187	1648	209861.672936
188	1649	142662.434677
189	1650	110538.288876
190	1651	118107.769277
191	1652	98912.469846
192	1653	102190.120787
193	1654	113006.164285
194	1655	228091.302923
195	1656	313297.569172
196	1657	244098.475202
197	1658	83916.615417
198	1659	137166.472398
199	1660	239328.245204
200	1661	80462.891933
201	1662	198844.508198
202	1663	108931.926695
203	1664	201246.185846
204	1665	197542.978095
205	1666	258573.363525
206	1667	140254.431761
207	1668	81599.714391
208	1669	164759.065940
209	1670	264805.268970
210	1671	193719.103202
211	1672	228541.360148
212	1673	385709.087578
213	1674	180621.256693
214	1675	250534.332885
215	1676	252964.858224
216	1677	183847.543315
217	1678	55617.488607
218	1679	78054.196998
219	1680	168917.482449
220	1681	233670.588292
221	1682	116569.957609
222	1683	203515.280502
223	1684	221347.388709
224	1685	160682.098758
225	1686	174718.638211
226	1687	195817.746066
227	1688	134634.047851
228	1689	211873.086280
229	1690	157103.125988
230	1691	189630.483474
231	1692	202787.305673
232	1693	144008.436855
233	1694	133550.399185
234	1695	258245.305046
235	1696	151941.853699
236	1697	177719.709283
237	1698	156305.100022
238	1699	106161.215298
239	1700	306800.046678
240	1701	168929.147232
241	1702	140216.313036
242	1703	132663.138597
243	1704	185625.158053
244	1705	96204.365120
245	1706	238961.495545
246	1707	235256.845747
247	1708	151136.068623
248	1709	180371.733499
249	1710	111088.902869
250	1711	176342.883633
251	1712	293433.077277
252	1713	116083.258857
253	1714	228446.601935
254	1715	204548.918239
255	1716	184776.639224
256	1717	154970.958881
257	1718	301043.182366
258	1719	114814.060545
259	1720	106991.909898
260	1721	253330.232908
261	1722	153348.999185
262	1723	134871.797431
263	1724	186624.858502
264	1725	157162.622744
265	1726	271757.564365
266	1727	257383.240909
267	1728	203596.987840
268	1729	127940.444969
269	1730	175957.910112
270	1731	289458.843067
271	1732	217130.660644
272	1733	119753.518091
273	1734	154459.013705
274	1735	147603.736358
275	1736	268284.090778
276	1737	122725.923791
277	1738	156093.377114
278	1739	203679.325452
279	1740	354748.060594
280	1741	40495.071504
281	1742	259465.893156
282	1743	213668.542808
283	1744	215003.690082
284	1745	176048.658037
285	1746	150581.751528
286	1747	287944.099603
287	1748	278560.532140
288	1749	203757.084702
289	1750	210077.840479
290	1751	199280.479146
291	1752	225363.488603
292	1753	158795.483562
293	1754	56813.587451
294	1755	159945.697859
295	1756	128516.889378
296	1757	176135.208710
297	1758	139747.313630
298	1759	194103.696198
299	1760	166195.333982
300	1761	110287.978089
301	1762	133697.647337
302	1763	142535.794577
303	1764	256320.448014
304	1765	131004.346393
305	1766	171367.912659
306	1767	142866.123312
307	1768	116829.388843
308	1769	127336.103102
309	1770	163363.185438
310	1771	131862.235923
311	1772	163251.078076
312	1773	125093.373346
313	1774	116492.010524
314	1775	114149.410767
315	1776	220632.202249
316	1777	146306.441919
317	1778	167371.937231
318	1779	108274.287943
319	1780	121235.602688
320	1781	153460.330843
321	1782	169821.992247
322	1783	174929.226131
323	1784	120557.434210
324	1785	218165.903711
325	1786	98334.615675
326	1787	181917.394938
327	1788	237324.268093
328	1789	364325.486269
329	1790	320174.706995
330	1791	295398.910242
331	1792	163587.190361
332	1793	100464.837977
333	1794	146285.754691
334	1795	137182.825513
335	1796	364260.795408
336	1797	83214.016494
337	1798	168414.935549
338	1799	204930.531189
339	1800	246402.270304
340	1801	179692.110219
341	1802	42847.441135
342	1803	293127.028174
343	1804	202839.445350
344	1805	167506.549343
345	1806	141608.870794
346	1807	131704.978387
347	1808	114008.624781
348	1809	135628.532533
349	1810	220955.027228
350	1811	141006.426866
351	1812	152088.617978
352	1813	69488.358570
353	1814	217901.474530
354	1815	140595.430056
355	1816	210390.219148
356	1817	199047.033867
357	1818	190695.263692
358	1819	244093.702996
359	1820	106508.382287
360	1821	135004.130423
361	1822	368771.678046
362	1823	154595.694560
363	1824	115801.825532
364	1825	192639.724455
365	1826	115823.660498
366	1827	264256.772828
367	1828	220746.388941
368	1829	223626.381753
369	1830	237136.774070
370	1831	52949.659245
371	1832	190528.666130
372	1833	161685.329434
373	1834	97393.941989
374	1835	194431.829880
375	1836	132190.519734
376	1837	227149.921226
377	1838	282075.132620
378	1839	113776.570567
379	1840	77952.534005
380	1841	258184.316237
381	1842	308134.773864
382	1843	223756.930798
383	1844	113551.124912
384	1845	135310.045759
385	1846	164166.792027
386	1847	297232.602322
387	1848	145418.869908
388	1849	216525.457770
389	1850	115175.073526
390	1851	257335.763498
391	1852	247272.946783
392	1853	336855.489466
393	1854	256669.585764
394	1855	256888.334239
395	1856	231799.941659
396	1857	157668.407940
397	1858	157332.971034
398	1859	94308.999287
399	1860	186935.668788
400	1861	62590.301564
401	1862	286395.918811
402	1863	164134.814285
403	1864	205674.336249
404	1865	349297.472902
405	1866	169345.293908
406	1867	78536.571158
407	1868	316622.840658
408	1869	225566.479631
409	1870	247271.471424
410	1871	237289.225883
411	1872	197969.627155
412	1873	199513.592749
413	1874	320654.585970
414	1875	206270.825605
415	1876	114500.793464
416	1877	157531.123350
417	1878	162024.642669
418	1879	122012.730600
419	1880	213756.018862
420	1881	157756.266283
421	1882	403819.992456
422	1883	132960.891221
423	1884	116799.738601
424	1885	141967.564984
425	1886	127445.957314
426	1887	136710.903698
427	1888	207950.951112
428	1889	235022.809281
429	1890	332297.066320
430	1891	111540.375262
431	1892	42306.313073
432	1893	203988.227718
433	1894	94535.409276
434	1895	238102.393232
435	1896	221771.757840
436	1897	315544.707740
437	1898	222424.422809
438	1899	NaN
439	1900	NaN
440	1901	NaN
441	1902	NaN
442	1903	NaN
443	1904	NaN
444	1905	NaN
445	1906	NaN
446	1907	NaN
447	1908	NaN
448	1909	NaN
449	1910	NaN
450	1911	NaN
451	1912	NaN
452	1913	NaN
453	1914	NaN
454	1915	NaN
455	1916	NaN
456	1917	NaN
457	1918	NaN
458	1919	NaN
459	1920	NaN
460	1921	NaN
461	1922	NaN
462	1923	NaN
463	1924	NaN
464	1925	NaN
465	1926	NaN
466	1927	NaN
467	1928	NaN
468	1929	NaN
469	1930	NaN
470	1931	NaN
471	1932	NaN
472	1933	NaN
473	1934	NaN
474	1935	NaN
475	1936	NaN
476	1937	NaN
477	1938	NaN
478	1939	NaN
479	1940	NaN
480	1941	NaN
481	1942	NaN
482	1943	NaN
483	1944	NaN
484	1945	NaN
485	1946	NaN
486	1947	NaN
487	1948	NaN
488	1949	NaN
489	1950	NaN
490	1951	NaN
491	1952	NaN
492	1953	NaN
493	1954	NaN
494	1955	NaN
495	1956	NaN
496	1957	NaN
497	1958	NaN
498	1959	NaN
499	1960	NaN
500	1961	NaN
501	1962	NaN
502	1963	NaN
503	1964	NaN
504	1965	NaN
505	1966	NaN
506	1967	NaN
507	1968	NaN
508	1969	NaN
509	1970	NaN
510	1971	NaN
511	1972	NaN
512	1973	NaN
513	1974	NaN
514	1975	NaN
515	1976	NaN
516	1977	NaN
517	1978	NaN
518	1979	NaN
519	1980	NaN
520	1981	NaN
521	1982	NaN
522	1983	NaN
523	1984	NaN
524	1985	NaN
525	1986	NaN
526	1987	NaN
527	1988	NaN
528	1989	NaN
529	1990	NaN
530	1991	NaN
531	1992	NaN
532	1993	NaN
533	1994	NaN
534	1995	NaN
535	1996	NaN
536	1997	NaN
537	1998	NaN
538	1999	NaN
539	2000	NaN
540	2001	NaN
541	2002	NaN
542	2003	NaN
543	2004	NaN
544	2005	NaN
545	2006	NaN
546	2007	NaN
547	2008	NaN
548	2009	NaN
549	2010	NaN
550	2011	NaN
551	2012	NaN
552	2013	NaN
553	2014	NaN
554	2015	NaN
555	2016	NaN
556	2017	NaN
557	2018	NaN
558	2019	NaN
559	2020	NaN
560	2021	NaN
561	2022	NaN
562	2023	NaN
563	2024	NaN
564	2025	NaN
565	2026	NaN
566	2027	NaN
567	2028	NaN
568	2029	NaN
569	2030	NaN
570	2031	NaN
571	2032	NaN
572	2033	NaN
573	2034	NaN
574	2035	NaN
575	2036	NaN
576	2037	NaN
577	2038	NaN
578	2039	NaN
579	2040	NaN
580	2041	NaN
581	2042	NaN
582	2043	NaN
583	2044	NaN
584	2045	NaN
585	2046	NaN
586	2047	NaN
587	2048	NaN
588	2049	NaN
589	2050	NaN
590	2051	NaN
591	2052	NaN
592	2053	NaN
593	2054	NaN
594	2055	NaN
595	2056	NaN
596	2057	NaN
597	2058	NaN
598	2059	NaN
599	2060	NaN
600	2061	NaN
601	2062	NaN
602	2063	NaN
603	2064	NaN
604	2065	NaN
605	2066	NaN
606	2067	NaN
607	2068	NaN
608	2069	NaN
609	2070	NaN
610	2071	NaN
611	2072	NaN
612	2073	NaN
613	2074	NaN
614	2075	NaN
615	2076	NaN
616	2077	NaN
617	2078	NaN
618	2079	NaN
619	2080	NaN
620	2081	NaN
621	2082	NaN
622	2083	NaN
623	2084	NaN
624	2085	NaN
625	2086	NaN
626	2087	NaN
627	2088	NaN
628	2089	NaN
629	2090	NaN
630	2091	NaN
631	2092	NaN
632	2093	NaN
633	2094	NaN
634	2095	NaN
635	2096	NaN
636	2097	NaN
637	2098	NaN
638	2099	NaN
639	2100	NaN
640	2101	NaN
641	2102	NaN
642	2103	NaN
643	2104	NaN
644	2105	NaN
645	2106	NaN
646	2107	NaN
647	2108	NaN
648	2109	NaN
649	2110	NaN
650	2111	NaN
651	2112	NaN
652	2113	NaN
653	2114	NaN
654	2115	NaN
655	2116	NaN
656	2117	NaN
657	2118	NaN
658	2119	NaN
659	2120	NaN
660	2121	NaN
661	2122	NaN
662	2123	NaN
663	2124	NaN
664	2125	NaN
665	2126	NaN
666	2127	NaN
667	2128	NaN
668	2129	NaN
669	2130	NaN
670	2131	NaN
671	2132	NaN
672	2133	NaN
673	2134	NaN
674	2135	NaN
675	2136	NaN
676	2137	NaN
677	2138	NaN
678	2139	NaN
679	2140	NaN
680	2141	NaN
681	2142	NaN
682	2143	NaN
683	2144	NaN
684	2145	NaN
685	2146	NaN
686	2147	NaN
687	2148	NaN
688	2149	NaN
689	2150	NaN
690	2151	NaN
691	2152	NaN
692	2153	NaN
693	2154	NaN
694	2155	NaN
695	2156	NaN
696	2157	NaN
697	2158	NaN
698	2159	NaN
699	2160	NaN
700	2161	NaN
701	2162	NaN
702	2163	NaN
703	2164	NaN
704	2165	NaN
705	2166	NaN
706	2167	NaN
707	2168	NaN
708	2169	NaN
709	2170	NaN
710	2171	NaN
711	2172	NaN
712	2173	NaN
713	2174	NaN
714	2175	NaN
715	2176	NaN
716	2177	NaN
717	2178	NaN
718	2179	NaN
719	2180	NaN
720	2181	NaN
721	2182	NaN
722	2183	NaN
723	2184	NaN
724	2185	NaN
725	2186	NaN
726	2187	NaN
727	2188	NaN
728	2189	NaN
729	2190	NaN
730	2191	NaN
731	2192	NaN
732	2193	NaN
733	2194	NaN
734	2195	NaN
735	2196	NaN
736	2197	NaN
737	2198	NaN
738	2199	NaN
739	2200	NaN
740	2201	NaN
741	2202	NaN
742	2203	NaN
743	2204	NaN
744	2205	NaN
745	2206	NaN
746	2207	NaN
747	2208	NaN
748	2209	NaN
749	2210	NaN
750	2211	NaN
751	2212	NaN
752	2213	NaN
753	2214	NaN
754	2215	NaN
755	2216	NaN
756	2217	NaN
757	2218	NaN
758	2219	NaN
759	2220	NaN
760	2221	NaN
761	2222	NaN
762	2223	NaN
763	2224	NaN
764	2225	NaN
765	2226	NaN
766	2227	NaN
767	2228	NaN
768	2229	NaN
769	2230	NaN
770	2231	NaN
771	2232	NaN
772	2233	NaN
773	2234	NaN
774	2235	NaN
775	2236	NaN
776	2237	NaN
777	2238	NaN
778	2239	NaN
779	2240	NaN
780	2241	NaN
781	2242	NaN
782	2243	NaN
783	2244	NaN
784	2245	NaN
785	2246	NaN
786	2247	NaN
787	2248	NaN
788	2249	NaN
789	2250	NaN
790	2251	NaN
791	2252	NaN
792	2253	NaN
793	2254	NaN
794	2255	NaN
795	2256	NaN
796	2257	NaN
797	2258	NaN
798	2259	NaN
799	2260	NaN
800	2261	NaN
801	2262	NaN
802	2263	NaN
803	2264	NaN
804	2265	NaN
805	2266	NaN
806	2267	NaN
807	2268	NaN
808	2269	NaN
809	2270	NaN
810	2271	NaN
811	2272	NaN
812	2273	NaN
813	2274	NaN
814	2275	NaN
815	2276	NaN
816	2277	NaN
817	2278	NaN
818	2279	NaN
819	2280	NaN
820	2281	NaN
821	2282	NaN
822	2283	NaN
823	2284	NaN
824	2285	NaN
825	2286	NaN
826	2287	NaN
827	2288	NaN
828	2289	NaN
829	2290	NaN
830	2291	NaN
831	2292	NaN
832	2293	NaN
833	2294	NaN
834	2295	NaN
835	2296	NaN
836	2297	NaN
837	2298	NaN
838	2299	NaN
839	2300	NaN
840	2301	NaN
841	2302	NaN
842	2303	NaN
843	2304	NaN
844	2305	NaN
845	2306	NaN
846	2307	NaN
847	2308	NaN
848	2309	NaN
849	2310	NaN
850	2311	NaN
851	2312	NaN
852	2313	NaN
853	2314	NaN
854	2315	NaN
855	2316	NaN
856	2317	NaN
857	2318	NaN
858	2319	NaN
859	2320	NaN
860	2321	NaN
861	2322	NaN
862	2323	NaN
863	2324	NaN
864	2325	NaN
865	2326	NaN
866	2327	NaN
867	2328	NaN
868	2329	NaN
869	2330	NaN
870	2331	NaN
871	2332	NaN
872	2333	NaN
873	2334	NaN
874	2335	NaN
875	2336	NaN
876	2337	NaN
877	2338	NaN
878	2339	NaN
879	2340	NaN
880	2341	NaN
881	2342	NaN
882	2343	NaN
883	2344	NaN
884	2345	NaN
885	2346	NaN
886	2347	NaN
887	2348	NaN
888	2349	NaN
889	2350	NaN
890	2351	NaN
891	2352	NaN
892	2353	NaN
893	2354	NaN
894	2355	NaN
895	2356	NaN
896	2357	NaN
897	2358	NaN
898	2359	NaN
899	2360	NaN
900	2361	NaN
901	2362	NaN
902	2363	NaN
903	2364	NaN
904	2365	NaN
905	2366	NaN
906	2367	NaN
907	2368	NaN
908	2369	NaN
909	2370	NaN
910	2371	NaN
911	2372	NaN
912	2373	NaN
913	2374	NaN
914	2375	NaN
915	2376	NaN
916	2377	NaN
917	2378	NaN
918	2379	NaN
919	2380	NaN
920	2381	NaN
921	2382	NaN
922	2383	NaN
923	2384	NaN
924	2385	NaN
925	2386	NaN
926	2387	NaN
927	2388	NaN
928	2389	NaN
929	2390	NaN
930	2391	NaN
931	2392	NaN
932	2393	NaN
933	2394	NaN
934	2395	NaN
935	2396	NaN
936	2397	NaN
937	2398	NaN
938	2399	NaN
939	2400	NaN
940	2401	NaN
941	2402	NaN
942	2403	NaN
943	2404	NaN
944	2405	NaN
945	2406	NaN
946	2407	NaN
947	2408	NaN
948	2409	NaN
949	2410	NaN
950	2411	NaN
951	2412	NaN
952	2413	NaN
953	2414	NaN
954	2415	NaN
955	2416	NaN
956	2417	NaN
957	2418	NaN
958	2419	NaN
959	2420	NaN
960	2421	NaN
961	2422	NaN
962	2423	NaN
963	2424	NaN
964	2425	NaN
965	2426	NaN
966	2427	NaN
967	2428	NaN
968	2429	NaN
969	2430	NaN
970	2431	NaN
971	2432	NaN
972	2433	NaN
973	2434	NaN
974	2435	NaN
975	2436	NaN
976	2437	NaN
977	2438	NaN
978	2439	NaN
979	2440	NaN
980	2441	NaN
981	2442	NaN
982	2443	NaN
983	2444	NaN
984	2445	NaN
985	2446	NaN
986	2447	NaN
987	2448	NaN
988	2449	NaN
989	2450	NaN
990	2451	NaN
991	2452	NaN
992	2453	NaN
993	2454	NaN
994	2455	NaN
995	2456	NaN
996	2457	NaN
997	2458	NaN
998	2459	NaN
999	2460	NaN
1000	2461	NaN
1001	2462	NaN
1002	2463	NaN
1003	2464	NaN
1004	2465	NaN
1005	2466	NaN
1006	2467	NaN
1007	2468	NaN
1008	2469	NaN
1009	2470	NaN
1010	2471	NaN
1011	2472	NaN
1012	2473	NaN
1013	2474	NaN
1014	2475	NaN
1015	2476	NaN
1016	2477	NaN
1017	2478	NaN
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1020	2481	NaN
1021	2482	NaN
1022	2483	NaN
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1024	2485	NaN
1025	2486	NaN
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1027	2488	NaN
1028	2489	NaN
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1038	2499	NaN
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1040	2501	NaN
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1042	2503	NaN
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1044	2505	NaN
1045	2506	NaN
1046	2507	NaN
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1049	2510	NaN
1050	2511	NaN
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1053	2514	NaN
1054	2515	NaN
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1056	2517	NaN
1057	2518	NaN
1058	2519	NaN
1059	2520	NaN
1060	2521	NaN
1061	2522	NaN
1062	2523	NaN
1063	2524	NaN
1064	2525	NaN
1065	2526	NaN
1066	2527	NaN
1067	2528	NaN
1068	2529	NaN
1069	2530	NaN
1070	2531	NaN
1071	2532	NaN
1072	2533	NaN
1073	2534	NaN
1074	2535	NaN
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1078	2539	NaN
1079	2540	NaN
1080	2541	NaN
1081	2542	NaN
1082	2543	NaN
1083	2544	NaN
1084	2545	NaN
1085	2546	NaN
1086	2547	NaN
1087	2548	NaN
1088	2549	NaN
1089	2550	NaN
1090	2551	NaN
1091	2552	NaN
1092	2553	NaN
1093	2554	NaN
1094	2555	NaN
1095	2556	NaN
1096	2557	NaN
1097	2558	NaN
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1099	2560	NaN
1100	2561	NaN
1101	2562	NaN
1102	2563	NaN
1103	2564	NaN
1104	2565	NaN
1105	2566	NaN
1106	2567	NaN
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1109	2570	NaN
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1111	2572	NaN
1112	2573	NaN
1113	2574	NaN
1114	2575	NaN
1115	2576	NaN
1116	2577	NaN
1117	2578	NaN
1118	2579	NaN
1119	2580	NaN
1120	2581	NaN
1121	2582	NaN
1122	2583	NaN
1123	2584	NaN
1124	2585	NaN
1125	2586	NaN
1126	2587	NaN
1127	2588	NaN
1128	2589	NaN
1129	2590	NaN
1130	2591	NaN
1131	2592	NaN
1132	2593	NaN
1133	2594	NaN
1134	2595	NaN
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1136	2597	NaN
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1138	2599	NaN
1139	2600	NaN
1140	2601	NaN
1141	2602	NaN
1142	2603	NaN
1143	2604	NaN
1144	2605	NaN
1145	2606	NaN
1146	2607	NaN
1147	2608	NaN
1148	2609	NaN
1149	2610	NaN
1150	2611	NaN
1151	2612	NaN
1152	2613	NaN
1153	2614	NaN
1154	2615	NaN
1155	2616	NaN
1156	2617	NaN
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1159	2620	NaN
1160	2621	NaN
1161	2622	NaN
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1163	2624	NaN
1164	2625	NaN
1165	2626	NaN
1166	2627	NaN
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1169	2630	NaN
1170	2631	NaN
1171	2632	NaN
1172	2633	NaN
1173	2634	NaN
1174	2635	NaN
1175	2636	NaN
1176	2637	NaN
1177	2638	NaN
1178	2639	NaN
1179	2640	NaN
1180	2641	NaN
1181	2642	NaN
1182	2643	NaN
1183	2644	NaN
1184	2645	NaN
1185	2646	NaN
1186	2647	NaN
1187	2648	NaN
1188	2649	NaN
1189	2650	NaN
1190	2651	NaN
1191	2652	NaN
1192	2653	NaN
1193	2654	NaN
1194	2655	NaN
1195	2656	NaN
1196	2657	NaN
1197	2658	NaN
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1199	2660	NaN
1200	2661	NaN
1201	2662	NaN
1202	2663	NaN
1203	2664	NaN
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1228	2689	NaN
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1230	2691	NaN
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1232	2693	NaN
1233	2694	NaN
1234	2695	NaN
1235	2696	NaN
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1238	2699	NaN
1239	2700	NaN
1240	2701	NaN
1241	2702	NaN
1242	2703	NaN
1243	2704	NaN
1244	2705	NaN
1245	2706	NaN
1246	2707	NaN
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1248	2709	NaN
1249	2710	NaN
1250	2711	NaN
1251	2712	NaN
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1260	2721	NaN
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1263	2724	NaN
1264	2725	NaN
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1269	2730	NaN
1270	2731	NaN
1271	2732	NaN
1272	2733	NaN
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1290	2751	NaN
1291	2752	NaN
1292	2753	NaN
1293	2754	NaN
1294	2755	NaN
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1299	2760	NaN
1300	2761	NaN
1301	2762	NaN
1302	2763	NaN
1303	2764	NaN
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1320	2781	NaN
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1322	2783	NaN
1323	2784	NaN
1324	2785	NaN
1325	2786	NaN
1326	2787	NaN
1327	2788	NaN
1328	2789	NaN
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1330	2791	NaN
1331	2792	NaN
1332	2793	NaN
1333	2794	NaN
1334	2795	NaN
1335	2796	NaN
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1339	2800	NaN
1340	2801	NaN
1341	2802	NaN
1342	2803	NaN
1343	2804	NaN
1344	2805	NaN
1345	2806	NaN
1346	2807	NaN
1347	2808	NaN
1348	2809	NaN
1349	2810	NaN
1350	2811	NaN
1351	2812	NaN
1352	2813	NaN
1353	2814	NaN
1354	2815	NaN
1355	2816	NaN
1356	2817	NaN
1357	2818	NaN
1358	2819	NaN
1359	2820	NaN
1360	2821	NaN
1361	2822	NaN
1362	2823	NaN
1363	2824	NaN
1364	2825	NaN
1365	2826	NaN
1366	2827	NaN
1367	2828	NaN
1368	2829	NaN
1369	2830	NaN
1370	2831	NaN
1371	2832	NaN
1372	2833	NaN
1373	2834	NaN
1374	2835	NaN
1375	2836	NaN
1376	2837	NaN
1377	2838	NaN
1378	2839	NaN
1379	2840	NaN
1380	2841	NaN
1381	2842	NaN
1382	2843	NaN
1383	2844	NaN
1384	2845	NaN
1385	2846	NaN
1386	2847	NaN
1387	2848	NaN
1388	2849	NaN
1389	2850	NaN
1390	2851	NaN
1391	2852	NaN
1392	2853	NaN
1393	2854	NaN
1394	2855	NaN
1395	2856	NaN
1396	2857	NaN
1397	2858	NaN
1398	2859	NaN
1399	2860	NaN
1400	2861	NaN
1401	2862	NaN
1402	2863	NaN
1403	2864	NaN
1404	2865	NaN
1405	2866	NaN
1406	2867	NaN
1407	2868	NaN
1408	2869	NaN
1409	2870	NaN
1410	2871	NaN
1411	2872	NaN
1412	2873	NaN
1413	2874	NaN
1414	2875	NaN
1415	2876	NaN
1416	2877	NaN
1417	2878	NaN
1418	2879	NaN
1419	2880	NaN
1420	2881	NaN
1421	2882	NaN
1422	2883	NaN
1423	2884	NaN
1424	2885	NaN
1425	2886	NaN
1426	2887	NaN
1427	2888	NaN
1428	2889	NaN
1429	2890	NaN
1430	2891	NaN
1431	2892	NaN
1432	2893	NaN
1433	2894	NaN
1434	2895	NaN
1435	2896	NaN
1436	2897	NaN
1437	2898	NaN
1438	2899	NaN
1439	2900	NaN
1440	2901	NaN
1441	2902	NaN
1442	2903	NaN
1443	2904	NaN
1444	2905	NaN
1445	2906	NaN
1446	2907	NaN
1447	2908	NaN
1448	2909	NaN
1449	2910	NaN
1450	2911	NaN
1451	2912	NaN
1452	2913	NaN
1453	2914	NaN
1454	2915	NaN
1455	2916	NaN
1456	2917	NaN
1457	2918	NaN
1458	2919	NaN

ddd3.to_csv(r"C:\Users\TEST\features _Final_Lin_model.csv",index=False)

Lasso model

lasso.fit(train_xtrain,train_ytrain)

Lasso()

pred1=lasso.predict(train_xtest)

rr2=lasso.score(train_xtrain,train_ytrain)
rr2

0.8882716673328922

adj_rr2=1-(((1-r2)*(1021-1))/(1021-61-1)) 
adj_rr2

0.8889026385643867

errorr1=train_ytest-pred1
errorr1

666     -66763.052163
104     -10845.229649
528       9357.117243
18       -5084.807064
1151    -18500.156752
60      -33793.083744
70      -79823.196134
284     -16407.229567
860      25997.941495
327      -5292.705232
786     -14555.928598
191      -8946.720224
218      76164.194135
1276      1212.875963
713      30464.244596
1215     24947.599040
621     -13610.338484
1054    -14241.568578
596     -11985.959977
622      -1951.201033
1384    -17944.971497
161      42151.712103
1141     14077.758212
0       -10478.891670
1337     -5691.880855
90        9982.242102
1202     -5965.650898
482     -23093.142440
1292    -20894.146576
194       6543.808267
1224    -30328.402204
1406     -7274.226005
1250    -24675.464797
534     -25455.334329
899      -7314.998214
835      17954.973100
1228     21368.277961
360      -1582.014804
515      41228.816123
2        -7569.346114
781      -8014.775404
1317     13797.189216
501      21743.923422
1331      9074.305537
109     -41324.880143
81      -38911.926711
1185     -9566.114160
1096      3637.735150
569      -8518.645936
968       5937.920721
956      -8134.024331
862        237.344179
942      34648.311389
543       -977.047284
492      -2293.222720
1039     11224.942633
1131    -16532.284447
142      33209.359786
135     -20431.935208
1197    -10748.861356
909     -11784.888921
880      -5730.059619
532      19447.632887
961     -10969.338243
731     -26465.947207
1253     30437.084221
32      -24888.954083
55         718.599972
791      -8589.776712
1092    -20966.595017
1020     14807.680594
1336    -14479.255204
992     -17531.752098
373      12482.590612
520      58679.011410
706       1532.724218
509      -6396.894521
1086      5559.866409
794     -15788.717122
1035     13692.111143
847      11416.583984
1390     -5934.833080
1254    -31480.656621
132      -2952.883018
1102      8181.225419
162     -37839.980898
1152     37052.887509
651      -8527.697682
367       5758.306004
1199     13036.420353
115      -8737.811381
774     109169.076742
1084     16307.980393
19       30910.083741
693      25270.658029
1180    -14606.992812
1284    -32473.802638
45       33811.326267
1416     18824.061409
752       2174.116015
1345      9840.704298
374       5547.906096
1163    -28168.362963
1114      2305.888855
1321     41453.060528
843      13782.899958
614       8822.571558
765       7213.837162
256      13054.952787
172       8600.833541
770      -2025.355031
1393      6592.428025
929      -7098.142149
230      13103.870491
783     -11977.904277
1014    -11885.222844
1031    -42279.733108
722      15542.382344
976      -7122.493164
1420     21522.148098
545     -35503.333476
187      -2999.714618
940     -28712.326172
1179     14658.109211
134      19945.699095
337     -15310.488396
99       20731.806368
959     -17618.458137
44        8987.189107
20       36247.932807
1186      8106.374548
583      21248.930836
224      18250.075891
934       2644.121155
195       6654.374768
823      -4113.619865
183      -5820.741920
587      -1016.012364
637      17850.264447
1056    -32778.639865
389      58456.394786
439     -44831.768049
586      -2856.941594
1038     11356.075586
1373     64380.606407
552      -3022.713392
902     -13584.374624
306     -28524.547508
1016    -28410.697872
1320     -9641.964690
677       -170.599447
759       7806.102990
957       7212.309838
834       5497.921307
1208     -8414.695155
138     -37110.892679
168     -21451.052686
1192    -19701.876744
518       9114.651417
1198       -83.671338
246     -36457.086933
336      51526.249106
342      45608.247974
1424      9210.567567
304      -2649.465476
757      16252.770907
626      26057.460556
98       22145.744373
1030     54659.367808
1217     -7598.975358
1407      1148.844445
325      -8519.938672
694      14315.006431
299      12841.347889
1323    -24646.037606
938     -14745.248075
723      13060.540915
1413    -12645.399517
1289     -8080.244007
680      20558.994927
383     -23829.191653
1166      5576.563930
72       -5915.187381
730     -12547.123259
247      -5835.905604
141       3787.979090
848      23378.980228
351     -20641.252491
1411     -7479.528654
1062    -16072.870316
179     -14405.419529
804      21288.524297
459       3049.302670
198     -29585.277266
147      -4314.211537
568       5226.050046
1057      6687.790406
489       -970.062751
307     -47306.995494
768     -19729.932352
225      36100.490829
1116    -17190.424868
1120     13372.359237
699      -3331.887790
1006    -34938.074747
157      11418.491095
913      10025.591944
30      -34812.193856
497      18017.910187
859     -14549.312646
347     -34498.942676
212      24522.403018
1298   -403119.760672
659     -13160.957231
25        6543.049533
1133    -12038.089880
563       3597.853699
1412     30414.746028
729      10554.280670
901     -15777.386148
737       5827.224593
365      32229.319583
1277     -5981.024786
974     -38582.664754
416     -10517.250267
33      -12083.222908
236      -9366.609431
36        9924.459939
605      -6797.777895
295     -16683.316965
1189     -3254.603673
334     -11876.380314
407      36644.402715
1255     -5524.310755
1270      5530.195663
857      20513.947378
1271      9748.089549
209     -12815.589003
1443     15798.174883
1312     -4106.602365
668       1918.731524
1297    -10182.060093
31       16414.083886
252     -11884.403337
242     -16532.609255
726     -18223.293764
114      29701.177044
87        9918.534139
355      -1993.885448
537       -318.760692
1335    -10999.561600
1395     -8694.933173
1077     17503.315025
257     -10531.058750
864      47934.172672
922     -14039.597960
721     -14129.566629
1036     13668.468206
323      11167.306973
1104     -2489.971364
412     -32578.623543
493       3446.230374
26       -5732.428643
1242    -17491.015674
510       9483.214001
639      -8890.144900
564      10366.072376
652     -11776.864854
1125    -11745.734480
379        529.268137
1209      1035.857468
744     -42901.252439
116      17380.151559
841       5135.904011
1427    -10699.395165
753       8544.808666
291      15237.565249
1399    -18714.501460
1387    -68075.732186
185      86118.598381
1090     52415.454349
1369    -27645.085615
1409      2587.979734
716     -53137.831981
454      13173.183881
23      -21377.635556
608      67492.485315
189       6350.483910
682     -38298.157299
175      29298.556174
650       6727.753195
824      10253.052028
1026      9515.929868
548       2864.952507
1441    -12052.399776
330     -10125.278539
193     -43763.530512
867      -8553.176901
286     -35323.659756
1078    -13012.258893
149       5698.917620
361      12968.115898
1183    -19497.954663
1346      6335.915736
1389     -4491.949716
1363    -13513.224060
128      13807.877907
61      -11255.770220
182     -10684.606227
790      -9493.841325
1364      5194.081753
690     -24110.087420
292       4903.188308
432       1656.036457
353      -4752.814790
1089    -24701.092129
986     -30354.445284
962     -15248.659077
1136      9138.680908
126       3737.017651
354     -15363.762865
63      -15835.376537
137      -3212.448145
1101      3293.656252
1203     -3809.497404
210       1194.388538
103      15493.479365
903       1271.548338
1046    107725.129984
610      -5868.294801
524      24203.631348
123     -13881.793443
1137     -4771.111644
486      10852.893491
12        9316.463403
1243    103398.836015
125      -5455.105745
758      13611.744162
139      27601.109556
602     -23733.075391
1095     -1809.518644
495      -1271.350300
640     -17949.600134
1019      7200.227888
1245      8543.389500
184      -7506.122881
1421     -7880.566628
352     -24802.924872
1140      4302.211202
1410     10290.889256
254       3865.934281
1040      1004.790138
1432     -7526.849719
846      -6727.198270
946       6662.483877
567       2954.941647
28        9213.850883
971     -17135.522639
869      -8140.958399
449      15198.873557
1113      1069.166531
803     102128.271218
778     -11678.199834
954       8340.735755
1258     -7003.778870
801      -4427.477165
1426      8328.911339
1240      4000.554824
1138    -24749.354970
1381        46.798974
393      46679.417370
989       7124.916037
24       -7072.478656
551      14610.753710
988       1304.114046
1349    -21884.875151
1211    -66192.321217
683       3245.932277
1391     10705.882193
127       5783.949596
1087     -2227.937182
619      -2977.979440
948     -29255.405439
814        943.393339
698       7739.684587
1083     -4112.979329
320      47207.521067
674      -7358.957308
544     -36069.490439
422       1215.779827
747      13708.893917
792      23199.237380
585      38118.801225
885      70574.019676
688     131811.569757
100     -25835.362649
914      13128.021828
715       8027.654447
268      25432.041968
1304    -56944.211329
1122     48134.640899
34       -8192.412246
339      -4216.941626
452      -4978.386869
118     -26067.032647
285      -6386.331040
1449     13322.187352
618       1444.233724
1128     -9020.385415
937       7410.664295
665      -5165.892839
420       7974.679071
739     -10203.712755
745     -10050.265352
1157     25991.745026
1392      6088.869496
467     -10852.841437
1091     -1430.589035
1028    -13385.809152
429     -37253.685652
647        987.449746
313        255.914290
1377    -12780.567426
303      32930.916117
576        230.262680
643      30733.017459
876        506.428603
457      54150.824869
776     -12694.002450
249     -32986.240916
1045     20819.086616
48       74203.400810
933     -13968.945254
555      19567.544054
460      27645.967819
1106    -41893.600413
700        449.203268
399      21369.049845
Name: Sale_Price, dtype: float64

aerrorr2=np.abs(errorr1)
aerrorr2

666      66763.052163
104      10845.229649
528       9357.117243
18        5084.807064
1151     18500.156752
60       33793.083744
70       79823.196134
284      16407.229567
860      25997.941495
327       5292.705232
786      14555.928598
191       8946.720224
218      76164.194135
1276      1212.875963
713      30464.244596
1215     24947.599040
621      13610.338484
1054     14241.568578
596      11985.959977
622       1951.201033
1384     17944.971497
161      42151.712103
1141     14077.758212
0        10478.891670
1337      5691.880855
90        9982.242102
1202      5965.650898
482      23093.142440
1292     20894.146576
194       6543.808267
1224     30328.402204
1406      7274.226005
1250     24675.464797
534      25455.334329
899       7314.998214
835      17954.973100
1228     21368.277961
360       1582.014804
515      41228.816123
2         7569.346114
781       8014.775404
1317     13797.189216
501      21743.923422
1331      9074.305537
109      41324.880143
81       38911.926711
1185      9566.114160
1096      3637.735150
569       8518.645936
968       5937.920721
956       8134.024331
862        237.344179
942      34648.311389
543        977.047284
492       2293.222720
1039     11224.942633
1131     16532.284447
142      33209.359786
135      20431.935208
1197     10748.861356
909      11784.888921
880       5730.059619
532      19447.632887
961      10969.338243
731      26465.947207
1253     30437.084221
32       24888.954083
55         718.599972
791       8589.776712
1092     20966.595017
1020     14807.680594
1336     14479.255204
992      17531.752098
373      12482.590612
520      58679.011410
706       1532.724218
509       6396.894521
1086      5559.866409
794      15788.717122
1035     13692.111143
847      11416.583984
1390      5934.833080
1254     31480.656621
132       2952.883018
1102      8181.225419
162      37839.980898
1152     37052.887509
651       8527.697682
367       5758.306004
1199     13036.420353
115       8737.811381
774     109169.076742
1084     16307.980393
19       30910.083741
693      25270.658029
1180     14606.992812
1284     32473.802638
45       33811.326267
1416     18824.061409
752       2174.116015
1345      9840.704298
374       5547.906096
1163     28168.362963
1114      2305.888855
1321     41453.060528
843      13782.899958
614       8822.571558
765       7213.837162
256      13054.952787
172       8600.833541
770       2025.355031
1393      6592.428025
929       7098.142149
230      13103.870491
783      11977.904277
1014     11885.222844
1031     42279.733108
722      15542.382344
976       7122.493164
1420     21522.148098
545      35503.333476
187       2999.714618
940      28712.326172
1179     14658.109211
134      19945.699095
337      15310.488396
99       20731.806368
959      17618.458137
44        8987.189107
20       36247.932807
1186      8106.374548
583      21248.930836
224      18250.075891
934       2644.121155
195       6654.374768
823       4113.619865
183       5820.741920
587       1016.012364
637      17850.264447
1056     32778.639865
389      58456.394786
439      44831.768049
586       2856.941594
1038     11356.075586
1373     64380.606407
552       3022.713392
902      13584.374624
306      28524.547508
1016     28410.697872
1320      9641.964690
677        170.599447
759       7806.102990
957       7212.309838
834       5497.921307
1208      8414.695155
138      37110.892679
168      21451.052686
1192     19701.876744
518       9114.651417
1198        83.671338
246      36457.086933
336      51526.249106
342      45608.247974
1424      9210.567567
304       2649.465476
757      16252.770907
626      26057.460556
98       22145.744373
1030     54659.367808
1217      7598.975358
1407      1148.844445
325       8519.938672
694      14315.006431
299      12841.347889
1323     24646.037606
938      14745.248075
723      13060.540915
1413     12645.399517
1289      8080.244007
680      20558.994927
383      23829.191653
1166      5576.563930
72        5915.187381
730      12547.123259
247       5835.905604
141       3787.979090
848      23378.980228
351      20641.252491
1411      7479.528654
1062     16072.870316
179      14405.419529
804      21288.524297
459       3049.302670
198      29585.277266
147       4314.211537
568       5226.050046
1057      6687.790406
489        970.062751
307      47306.995494
768      19729.932352
225      36100.490829
1116     17190.424868
1120     13372.359237
699       3331.887790
1006     34938.074747
157      11418.491095
913      10025.591944
30       34812.193856
497      18017.910187
859      14549.312646
347      34498.942676
212      24522.403018
1298    403119.760672
659      13160.957231
25        6543.049533
1133     12038.089880
563       3597.853699
1412     30414.746028
729      10554.280670
901      15777.386148
737       5827.224593
365      32229.319583
1277      5981.024786
974      38582.664754
416      10517.250267
33       12083.222908
236       9366.609431
36        9924.459939
605       6797.777895
295      16683.316965
1189      3254.603673
334      11876.380314
407      36644.402715
1255      5524.310755
1270      5530.195663
857      20513.947378
1271      9748.089549
209      12815.589003
1443     15798.174883
1312      4106.602365
668       1918.731524
1297     10182.060093
31       16414.083886
252      11884.403337
242      16532.609255
726      18223.293764
114      29701.177044
87        9918.534139
355       1993.885448
537        318.760692
1335     10999.561600
1395      8694.933173
1077     17503.315025
257      10531.058750
864      47934.172672
922      14039.597960
721      14129.566629
1036     13668.468206
323      11167.306973
1104      2489.971364
412      32578.623543
493       3446.230374
26        5732.428643
1242     17491.015674
510       9483.214001
639       8890.144900
564      10366.072376
652      11776.864854
1125     11745.734480
379        529.268137
1209      1035.857468
744      42901.252439
116      17380.151559
841       5135.904011
1427     10699.395165
753       8544.808666
291      15237.565249
1399     18714.501460
1387     68075.732186
185      86118.598381
1090     52415.454349
1369     27645.085615
1409      2587.979734
716      53137.831981
454      13173.183881
23       21377.635556
608      67492.485315
189       6350.483910
682      38298.157299
175      29298.556174
650       6727.753195
824      10253.052028
1026      9515.929868
548       2864.952507
1441     12052.399776
330      10125.278539
193      43763.530512
867       8553.176901
286      35323.659756
1078     13012.258893
149       5698.917620
361      12968.115898
1183     19497.954663
1346      6335.915736
1389      4491.949716
1363     13513.224060
128      13807.877907
61       11255.770220
182      10684.606227
790       9493.841325
1364      5194.081753
690      24110.087420
292       4903.188308
432       1656.036457
353       4752.814790
1089     24701.092129
986      30354.445284
962      15248.659077
1136      9138.680908
126       3737.017651
354      15363.762865
63       15835.376537
137       3212.448145
1101      3293.656252
1203      3809.497404
210       1194.388538
103      15493.479365
903       1271.548338
1046    107725.129984
610       5868.294801
524      24203.631348
123      13881.793443
1137      4771.111644
486      10852.893491
12        9316.463403
1243    103398.836015
125       5455.105745
758      13611.744162
139      27601.109556
602      23733.075391
1095      1809.518644
495       1271.350300
640      17949.600134
1019      7200.227888
1245      8543.389500
184       7506.122881
1421      7880.566628
352      24802.924872
1140      4302.211202
1410     10290.889256
254       3865.934281
1040      1004.790138
1432      7526.849719
846       6727.198270
946       6662.483877
567       2954.941647
28        9213.850883
971      17135.522639
869       8140.958399
449      15198.873557
1113      1069.166531
803     102128.271218
778      11678.199834
954       8340.735755
1258      7003.778870
801       4427.477165
1426      8328.911339
1240      4000.554824
1138     24749.354970
1381        46.798974
393      46679.417370
989       7124.916037
24        7072.478656
551      14610.753710
988       1304.114046
1349     21884.875151
1211     66192.321217
683       3245.932277
1391     10705.882193
127       5783.949596
1087      2227.937182
619       2977.979440
948      29255.405439
814        943.393339
698       7739.684587
1083      4112.979329
320      47207.521067
674       7358.957308
544      36069.490439
422       1215.779827
747      13708.893917
792      23199.237380
585      38118.801225
885      70574.019676
688     131811.569757
100      25835.362649
914      13128.021828
715       8027.654447
268      25432.041968
1304     56944.211329
1122     48134.640899
34        8192.412246
339       4216.941626
452       4978.386869
118      26067.032647
285       6386.331040
1449     13322.187352
618       1444.233724
1128      9020.385415
937       7410.664295
665       5165.892839
420       7974.679071
739      10203.712755
745      10050.265352
1157     25991.745026
1392      6088.869496
467      10852.841437
1091      1430.589035
1028     13385.809152
429      37253.685652
647        987.449746
313        255.914290
1377     12780.567426
303      32930.916117
576        230.262680
643      30733.017459
876        506.428603
457      54150.824869
776      12694.002450
249      32986.240916
1045     20819.086616
48       74203.400810
933      13968.945254
555      19567.544054
460      27645.967819
1106     41893.600413
700        449.203268
399      21369.049845
Name: Sale_Price, dtype: float64

mape_222=np.mean(aerrorr2/train_ytest)*100
mape_222

11.138841065754598

MSE_222=metrics.mean_squared_error(train_ytest,pred1)
MSE_222

999129963.9905577

RF Reg

rf.fit(train_xtrain,train_ytrain)

RandomForestRegressor()

pred3=rf.predict(train_xtest)

r3=rf.score(train_xtrain,train_ytrain)
r3

0.9838944117698547

adj3=1-(((1-r3)*(1021-1))/(1021-61-1)) 
adj3    

0.9828699687228903

error3=train_ytest-pred3
error3

666     -66108.40
104      -3247.80
528      -6608.37
18        7858.63
1151    -19280.30
60        -215.78
70      -33715.42
284      -4059.50
860      30013.19
327      -6614.50
786      -6403.68
191      12547.60
218      96202.08
1276      1285.10
713       7558.92
1215      8175.18
621      36936.76
1054     -7840.77
596      -9327.71
622        881.00
1384     -6685.87
161      30026.01
1141     23879.63
0         2232.00
1337    -23074.80
90        6731.42
1202    -10872.26
482     -36813.62
1292    -22314.50
194       7414.17
1224    -14619.60
1406      -386.37
1250    -24734.92
534     -48973.55
899        564.29
835      -1058.52
1228     15840.03
360      16825.50
515      48427.90
2        10384.70
781      -2676.50
1317     18337.65
501      14376.66
1331     -1180.03
109      -4099.10
81      -19711.57
1185    -14265.00
1096     -2376.12
569        345.14
968     -47711.96
956      -2216.00
862       4938.50
942      12309.95
543     -15602.67
492      -2170.87
1039     -9195.83
1131    -27008.77
142      38340.42
135      -1511.77
1197    -16725.10
909      -6738.71
880      11953.01
532      -7528.75
961      64020.60
731      10231.59
1253     56443.54
32      -45513.38
55       13459.00
791      -3808.00
1092    -18905.00
1020     28658.00
1336     -4302.26
992      11039.50
373     -11440.89
520        914.15
706      33271.12
509     -11907.25
1086    -14520.00
794      -4002.45
1035     -3548.97
847       6047.17
1390      4171.82
1254    -21221.15
132       5793.92
1102     -1378.59
162     -21960.30
1152     29458.56
651     -29543.42
367      12559.50
1199     -4101.37
115      10067.40
774      92236.35
1084      5977.50
19        7809.91
693       4019.00
1180    -40335.66
1284     14981.13
45       43412.89
1416     -7618.52
752      24312.10
1345     17309.08
374      12031.25
1163    -23759.74
1114     -2048.12
1321     -9545.56
843      15512.89
614     -14488.00
765        290.04
256      20665.50
172      43606.13
770        904.55
1393      3707.03
929     -21042.60
230       5856.50
783      12900.51
1014     -6000.46
1031    -57839.32
722       7042.76
976      -7781.29
1420     16654.90
545     -35571.30
187      -1115.84
940     -13850.78
1179    -15717.52
134      10093.50
337     -11048.52
99        2352.42
959     -10977.40
44        5672.75
20        -960.57
1186    -50782.11
583      -5024.17
224      -7521.31
934      18777.80
195      -4453.00
823       7200.50
183     -26819.12
587       1665.50
637     -22808.03
1056    -15205.47
389      63707.65
439     -12495.03
586      17389.94
1038    -20059.40
1373    100568.37
552     -15906.15
902       -655.30
306     -29847.30
1016    -26649.34
1320      2166.50
677       1066.49
759     -34232.28
957       2574.92
834       -559.50
1208      3624.13
138     -21476.61
168     -12147.00
1192     -4133.66
518      11923.00
1198     -6542.53
246       4515.97
336      29837.58
342      -7472.11
1424       991.63
304      13433.12
757      -1395.00
626       1714.93
98      -18442.91
1030     23574.78
1217    -10329.47
1407    -12141.00
325     -10801.98
694       6881.54
299      18685.25
1323     -2898.80
938      12684.91
723      12164.50
1413    -18404.90
1289     -9117.69
680      18091.36
383      -9163.95
1166      -740.12
72       -8979.09
730     -25877.61
247      -7316.55
141       4606.59
848      31371.32
351     -21042.24
1411     -1826.05
1062    -44282.77
179     -15500.55
804     -11310.00
459      -1750.86
198     -31728.58
147       -708.60
568       -414.34
1057     33066.25
489     -14668.50
307     -33819.09
768     -18838.09
225      -1933.14
1116    -29459.30
1120     11264.39
699       3667.11
1006    -22163.66
157     -10263.00
913      -3000.68
30      -57349.96
497       4260.70
859      51146.40
347     -29299.02
212      31230.66
1298   -175882.99
659       9626.50
25        6472.80
1133    -10813.20
563       7924.58
1412     -4856.22
729        469.63
901      17667.75
737       3100.64
365      17877.82
1277     12179.00
974     -28519.50
416      -7158.00
33       -3870.00
236       -297.47
36        6133.25
605       -554.16
295       -375.00
1189    -15843.50
334       5989.10
407      29670.86
1255     -6252.34
1270     43587.98
857       3287.00
1271      8935.02
209      -3633.37
1443     12099.77
1312     -7876.92
668       2635.22
1297     -5688.87
31        4644.49
252      -6599.90
242     -37258.66
726      14841.60
114      77407.96
87       23072.10
355       8757.76
537      -9877.12
1335     -1007.27
1395    -34707.82
1077      1291.25
257     -20764.86
864      60324.08
922     -13621.99
721       -207.00
1036      7021.02
323      -9131.26
1104    -17221.56
412       3667.43
493      11871.13
26        7950.50
1242      9793.50
510      14494.25
639      -6248.99
564      21070.14
652      -4287.89
1125     -4673.00
379      -4395.70
1209    -12167.42
744     -31247.00
116          8.25
841       6027.75
1427    -11986.82
753      -5843.76
291     -12078.57
1399     -6841.09
1387    -26544.84
185      94983.35
1090      2296.38
1369    -27831.53
1409     -3781.42
716     -76374.26
454      37317.98
23      -12373.37
608      40258.62
189      17010.76
682      -5513.01
175      40717.16
650      12315.36
824      -2201.79
1026     18179.63
548       2658.14
1441      6420.50
330     -11641.94
193     -28907.98
867      -7581.50
286     -12364.00
1078     16522.00
149       5394.34
361       4150.66
1183     -4451.71
1346     38867.90
1389       378.25
1363    -11304.70
128      14609.50
61        7542.24
182      -9773.97
790      -5379.57
1364     -7220.95
690      -1799.50
292     -23269.52
432      -9898.37
353      -6981.00
1089    -18252.90
986     -14113.92
962      -3210.00
1136    -12171.75
126      -8769.87
354     -12479.86
63      -18799.55
137     -58746.61
1101     -2168.40
1203     -7561.90
210      -6600.36
103       1844.26
903       -161.26
1046     58560.99
610     -15405.02
524      36598.88
123     -13321.90
1137     -4120.96
486      10633.00
12       12258.00
1243     85217.90
125      -8834.11
758      13368.00
139      29981.76
602     -13763.66
1095     -9520.35
495     -51492.47
640     -14633.48
1019     16177.85
1245     -6634.62
184       3641.82
1421     -8960.87
352      -1379.50
1140     15484.07
1410     12043.15
254        289.00
1040    -15608.82
1432    -43005.58
846      18392.10
946       3406.67
567      -9249.73
28       44054.05
971       8102.85
869      17955.25
449      13843.63
1113      2142.75
803      51043.31
778      -3249.50
954      -2047.93
1258     13552.85
801      -7709.46
1426      7659.34
1240     19536.95
1138      5936.26
1381     43456.36
393      -2105.68
989       9682.84
24       12349.25
551      -3780.74
988      12708.20
1349   -142153.49
1211    -56653.24
683      -6228.54
1391     -7797.04
127     -12951.22
1087    -15929.27
619      -8237.23
948     -21979.91
814       3732.06
698      15710.87
1083     10453.00
320       1401.65
674      -5172.00
544     -12358.92
422     -18073.13
747      15879.35
792      49721.25
585      15951.92
885      27721.94
688     153008.82
100       5686.26
914      29193.00
715       1823.63
268       8713.50
1304    -38224.33
1122     19185.57
34      -15611.32
339       7200.75
452      10042.00
118       8547.18
285        878.55
1449     -8185.66
618       4332.18
1128      -605.10
937      24946.20
665     -23452.33
420      13796.17
739      -9699.33
745      -7229.73
1157     26610.41
1392      6567.05
467     -16292.34
1091      2953.00
1028    -32813.75
429      -3683.66
647      10090.00
313      97791.23
1377    -30190.50
303      19479.67
576      -6680.79
643      -6367.17
876      -3958.46
457      62384.12
776      -8965.59
249      52109.48
1045    -12371.69
48      -11572.90
933     -30315.36
555       2554.00
460      19770.97
1106     -7715.02
700      -4987.83
399      42537.83
Name: Sale_Price, dtype: float64

aerror3=np.abs(error3)
aerror3

666      66108.40
104       3247.80
528       6608.37
18        7858.63
1151     19280.30
60         215.78
70       33715.42
284       4059.50
860      30013.19
327       6614.50
786       6403.68
191      12547.60
218      96202.08
1276      1285.10
713       7558.92
1215      8175.18
621      36936.76
1054      7840.77
596       9327.71
622        881.00
1384      6685.87
161      30026.01
1141     23879.63
0         2232.00
1337     23074.80
90        6731.42
1202     10872.26
482      36813.62
1292     22314.50
194       7414.17
1224     14619.60
1406       386.37
1250     24734.92
534      48973.55
899        564.29
835       1058.52
1228     15840.03
360      16825.50
515      48427.90
2        10384.70
781       2676.50
1317     18337.65
501      14376.66
1331      1180.03
109       4099.10
81       19711.57
1185     14265.00
1096      2376.12
569        345.14
968      47711.96
956       2216.00
862       4938.50
942      12309.95
543      15602.67
492       2170.87
1039      9195.83
1131     27008.77
142      38340.42
135       1511.77
1197     16725.10
909       6738.71
880      11953.01
532       7528.75
961      64020.60
731      10231.59
1253     56443.54
32       45513.38
55       13459.00
791       3808.00
1092     18905.00
1020     28658.00
1336      4302.26
992      11039.50
373      11440.89
520        914.15
706      33271.12
509      11907.25
1086     14520.00
794       4002.45
1035      3548.97
847       6047.17
1390      4171.82
1254     21221.15
132       5793.92
1102      1378.59
162      21960.30
1152     29458.56
651      29543.42
367      12559.50
1199      4101.37
115      10067.40
774      92236.35
1084      5977.50
19        7809.91
693       4019.00
1180     40335.66
1284     14981.13
45       43412.89
1416      7618.52
752      24312.10
1345     17309.08
374      12031.25
1163     23759.74
1114      2048.12
1321      9545.56
843      15512.89
614      14488.00
765        290.04
256      20665.50
172      43606.13
770        904.55
1393      3707.03
929      21042.60
230       5856.50
783      12900.51
1014      6000.46
1031     57839.32
722       7042.76
976       7781.29
1420     16654.90
545      35571.30
187       1115.84
940      13850.78
1179     15717.52
134      10093.50
337      11048.52
99        2352.42
959      10977.40
44        5672.75
20         960.57
1186     50782.11
583       5024.17
224       7521.31
934      18777.80
195       4453.00
823       7200.50
183      26819.12
587       1665.50
637      22808.03
1056     15205.47
389      63707.65
439      12495.03
586      17389.94
1038     20059.40
1373    100568.37
552      15906.15
902        655.30
306      29847.30
1016     26649.34
1320      2166.50
677       1066.49
759      34232.28
957       2574.92
834        559.50
1208      3624.13
138      21476.61
168      12147.00
1192      4133.66
518      11923.00
1198      6542.53
246       4515.97
336      29837.58
342       7472.11
1424       991.63
304      13433.12
757       1395.00
626       1714.93
98       18442.91
1030     23574.78
1217     10329.47
1407     12141.00
325      10801.98
694       6881.54
299      18685.25
1323      2898.80
938      12684.91
723      12164.50
1413     18404.90
1289      9117.69
680      18091.36
383       9163.95
1166       740.12
72        8979.09
730      25877.61
247       7316.55
141       4606.59
848      31371.32
351      21042.24
1411      1826.05
1062     44282.77
179      15500.55
804      11310.00
459       1750.86
198      31728.58
147        708.60
568        414.34
1057     33066.25
489      14668.50
307      33819.09
768      18838.09
225       1933.14
1116     29459.30
1120     11264.39
699       3667.11
1006     22163.66
157      10263.00
913       3000.68
30       57349.96
497       4260.70
859      51146.40
347      29299.02
212      31230.66
1298    175882.99
659       9626.50
25        6472.80
1133     10813.20
563       7924.58
1412      4856.22
729        469.63
901      17667.75
737       3100.64
365      17877.82
1277     12179.00
974      28519.50
416       7158.00
33        3870.00
236        297.47
36        6133.25
605        554.16
295        375.00
1189     15843.50
334       5989.10
407      29670.86
1255      6252.34
1270     43587.98
857       3287.00
1271      8935.02
209       3633.37
1443     12099.77
1312      7876.92
668       2635.22
1297      5688.87
31        4644.49
252       6599.90
242      37258.66
726      14841.60
114      77407.96
87       23072.10
355       8757.76
537       9877.12
1335      1007.27
1395     34707.82
1077      1291.25
257      20764.86
864      60324.08
922      13621.99
721        207.00
1036      7021.02
323       9131.26
1104     17221.56
412       3667.43
493      11871.13
26        7950.50
1242      9793.50
510      14494.25
639       6248.99
564      21070.14
652       4287.89
1125      4673.00
379       4395.70
1209     12167.42
744      31247.00
116          8.25
841       6027.75
1427     11986.82
753       5843.76
291      12078.57
1399      6841.09
1387     26544.84
185      94983.35
1090      2296.38
1369     27831.53
1409      3781.42
716      76374.26
454      37317.98
23       12373.37
608      40258.62
189      17010.76
682       5513.01
175      40717.16
650      12315.36
824       2201.79
1026     18179.63
548       2658.14
1441      6420.50
330      11641.94
193      28907.98
867       7581.50
286      12364.00
1078     16522.00
149       5394.34
361       4150.66
1183      4451.71
1346     38867.90
1389       378.25
1363     11304.70
128      14609.50
61        7542.24
182       9773.97
790       5379.57
1364      7220.95
690       1799.50
292      23269.52
432       9898.37
353       6981.00
1089     18252.90
986      14113.92
962       3210.00
1136     12171.75
126       8769.87
354      12479.86
63       18799.55
137      58746.61
1101      2168.40
1203      7561.90
210       6600.36
103       1844.26
903        161.26
1046     58560.99
610      15405.02
524      36598.88
123      13321.90
1137      4120.96
486      10633.00
12       12258.00
1243     85217.90
125       8834.11
758      13368.00
139      29981.76
602      13763.66
1095      9520.35
495      51492.47
640      14633.48
1019     16177.85
1245      6634.62
184       3641.82
1421      8960.87
352       1379.50
1140     15484.07
1410     12043.15
254        289.00
1040     15608.82
1432     43005.58
846      18392.10
946       3406.67
567       9249.73
28       44054.05
971       8102.85
869      17955.25
449      13843.63
1113      2142.75
803      51043.31
778       3249.50
954       2047.93
1258     13552.85
801       7709.46
1426      7659.34
1240     19536.95
1138      5936.26
1381     43456.36
393       2105.68
989       9682.84
24       12349.25
551       3780.74
988      12708.20
1349    142153.49
1211     56653.24
683       6228.54
1391      7797.04
127      12951.22
1087     15929.27
619       8237.23
948      21979.91
814       3732.06
698      15710.87
1083     10453.00
320       1401.65
674       5172.00
544      12358.92
422      18073.13
747      15879.35
792      49721.25
585      15951.92
885      27721.94
688     153008.82
100       5686.26
914      29193.00
715       1823.63
268       8713.50
1304     38224.33
1122     19185.57
34       15611.32
339       7200.75
452      10042.00
118       8547.18
285        878.55
1449      8185.66
618       4332.18
1128       605.10
937      24946.20
665      23452.33
420      13796.17
739       9699.33
745       7229.73
1157     26610.41
1392      6567.05
467      16292.34
1091      2953.00
1028     32813.75
429       3683.66
647      10090.00
313      97791.23
1377     30190.50
303      19479.67
576       6680.79
643       6367.17
876       3958.46
457      62384.12
776       8965.59
249      52109.48
1045     12371.69
48       11572.90
933      30315.36
555       2554.00
460      19770.97
1106      7715.02
700       4987.83
399      42537.83
Name: Sale_Price, dtype: float64

mape3=np.mean(aerror3/train_ytest)*100
mape3

10.36680920489602

MSE3=metrics.mean_squared_error(train_ytest,pred3)
MSE3

714695791.1914706

SVM reg

ls.fit(train_xtrain,train_ytrain)

LinearSVR()

pred4=ls.predict(train_xtest)

r4=ls.score(train_xtrain,train_ytrain)

adj4=1-(((1-r4)*(1021-1))/(1021-61-1)) 
adj4    

-0.8583737340129314

error4=train_ytest-pred4
error4

666    -2.365000e+05
104    -1.101632e+05
528    -3.421920e+04
18     -9.763880e+04
1151   -1.772127e+05
60     -1.054128e+05
70     -2.168134e+05
284    -9.540295e+04
860    -1.803431e+04
327    -1.377451e+05
786    -1.047373e+05
191    -4.441016e+04
218    -4.871343e+03
1276   -9.322603e+04
713    -8.638542e+04
1215   -5.077326e+04
621    -1.405778e+05
1054   -7.115914e+04
596    -5.149630e+04
622    -6.358291e+04
1384   -9.633835e+04
161    -2.762391e+04
1141   -7.932075e+04
0      -5.958241e+04
1337   -7.061432e+04
90     -2.691663e+04
1202   -6.695592e+04
482    -6.013211e+04
1292   -1.574066e+05
194    -4.343781e+04
1224   -9.940580e+04
1406   -3.588196e+04
1250   -1.316328e+05
534    -4.475892e+04
899    -6.849838e+04
835    -7.439842e+04
1228    2.057021e+04
360    -4.086930e+04
515     1.328735e+04
2      -6.659594e+04
781    -5.984097e+04
1317   -7.414483e+03
501    -4.557299e+04
1331   -7.550471e+04
109    -1.676902e+05
81     -9.124902e+04
1185   -9.498006e+04
1096   -4.040070e+04
569    -6.179385e+04
968    -9.312693e+04
956    -2.575232e+04
862    -6.837168e+04
942    -1.137900e+05
543    -1.571658e+04
492    -9.675697e+04
1039   -2.834559e+04
1131   -1.112097e+05
142    -5.516034e+04
135    -1.133144e+05
1197   -9.764607e+04
909    -8.400047e+04
880    -5.913320e+04
532    -3.858805e+03
961    -1.442627e+05
731    -5.315597e+04
1253   -4.992892e+04
32     -6.488698e+04
55     -1.127251e+05
791    -8.343085e+04
1092   -1.259665e+05
1020   -4.663962e+04
1336   -1.708103e+05
992    -9.604387e+04
373    -9.514256e+04
520    -3.886244e+04
706    -6.833333e+05
509    -1.068679e+05
1086   -6.359296e+04
794    -7.516752e+04
1035   -6.720009e+04
847    -9.267019e+04
1390   -6.774839e+04
1254   -6.686812e+04
132    -6.375616e+04
1102   -6.984070e+04
162    -1.031089e+05
1152   -5.922443e+04
651    -1.187158e+05
367    -9.381993e+04
1199   -1.035261e+05
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776    -8.162935e+04
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1045   -9.079326e+04
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399    -2.077825e+04
Name: Sale_Price, dtype: float64

aerror4=np.abs(error4)

mape4=np.mean(aerror4/train_ytest)*100
mape4

53.53304381896821

MSE4=metrics.mean_squared_error(train_ytest,pred4)
MSE4

16052130631.477938

KNN reg

knn.fit(train_xtrain,train_ytrain)

KNeighborsRegressor(n_neighbors=10)

pred5=knn.predict(train_xtest)

r25=knn.score(train_xtrain,train_ytrain)

adj_r25=1-(((1-r25)*(1021-1))/(1021-61-1)) 
adj_r25   

0.7081116074670625

error5=train_ytest-pred5
error5

666     -73197.0
104      13610.0
528     -28896.1
18         450.0
1151     -8910.0
60       -8530.0
70     -111300.2
284       4570.0
860      46470.0
327     -10050.0
786     -43725.0
191       3220.0
218      95927.0
1276    -11700.0
713      -7840.0
1215      9100.0
621     -59124.4
1054     20995.0
596     -18976.0
622      16850.0
1384    -45334.0
161     124855.0
1141      7145.0
0        10210.0
1337    -56065.0
90      -13252.2
1202    -13520.0
482      -4250.0
1292    -35850.0
194      10610.0
1224    -17832.2
1406     17071.7
1250    -38613.2
534       3428.5
899       1290.0
835      -1290.0
1228    135611.3
360      31860.0
515      77906.1
2        20530.0
781        440.0
1317     32200.4
501      50710.0
1331      4430.0
109     -34252.8
81      -31172.8
1185    -23080.0
1096    -18770.0
569       5630.0
968     -66520.0
956      23310.0
862      18165.0
942      -2753.7
543       5965.0
492     -33538.0
1039    -15640.0
1131    -34290.0
142       8060.0
135     -33029.3
1197    -31614.0
909     -12648.7
880       3046.3
532     -12720.0
961      -5058.0
731      45710.0
1253    112456.8
32       -7134.1
55       11765.0
791       1875.0
1092    -21010.0
1020     21646.3
1336    -92016.0
992       1485.0
373      -7670.0
520     -15815.0
706      24165.0
509     -23550.0
1086    -14390.0
794      -5880.0
1035    -24690.0
847     -53932.2
1390      8467.3
1254     13430.0
132       2260.0
1102     -5140.0
162      22650.0
1152     37020.0
651     -60194.0
367      -6280.0
1199    -12700.0
115      21660.0
774     123323.9
1084      1631.3
19      -10640.0
693      10030.0
1180    -28393.0
1284    -14190.0
45      130673.9
1416   -109880.0
752     -11782.7
1345     -4840.0
374      50210.0
1163    -86721.0
1114      9790.0
1321    -18160.0
843     -54686.1
614     -17790.0
765      25525.9
256      13910.0
172      98500.0
770       9130.0
1393    -11455.0
929     -10060.6
230      -1910.9
783      17750.0
1014    -28950.0
1031    -98226.1
722      20735.0
976     -20210.0
1420     20340.0
545     -37725.0
187     -36772.5
940     -97790.0
1179    -16499.3
134     -19905.0
337      -7255.0
99      -17470.0
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44       12870.0
20       60744.2
1186    -99465.0
583      49823.3
224      72225.9
934      46870.0
195      -5050.0
823     -24167.5
183     -36830.0
587       5810.0
637     -25780.0
1056     12360.0
389     118146.7
439     -30090.0
586      10780.0
1038     -5350.0
1373    159265.1
552      34799.5
902      10070.0
306       1770.0
1016     31560.0
1320     -8160.0
677       7195.0
759      55198.1
957       2430.0
834      10820.0
1208      7740.0
138      33775.0
168       6891.0
1192    -17150.0
518       9605.0
1198     40039.1
246     -70800.0
336      67385.8
342     -21999.3
1424     -3930.0
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325     -18410.0
694      10060.0
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1413    -19813.2
1289     82710.0
680      18200.0
383     -26305.0
1166      7117.9
72       12777.5
730      -3900.0
247     -41974.6
141     -10943.2
848     -50725.0
351     -41400.0
1411    -13490.0
1062   -116609.7
179     -18525.0
804     -20050.0
459      -6930.0
198     -31780.0
147      21800.0
568      31403.4
1057     58347.6
489      -9640.0
307     -57940.0
768      -6962.0
225       9650.0
1116      8670.0
1120     -3225.0
699       9639.9
1006    -70550.0
157      69150.0
913      11560.0
30     -113316.5
497      10460.0
859      -2095.0
347     -57100.0
212      62248.0
1298   -141555.0
659      -3185.0
25       25833.9
1133     46260.0
563     -17633.5
1412    -33152.2
729     -13215.0
901       7150.0
737      40882.5
365       -125.0
1277     30400.0
974     -35690.0
416     -18820.0
33      -56340.0
236       -710.9
36        5510.9
605      14470.0
295      15100.0
1189     31400.0
334       7785.0
407     -41763.0
1255      6860.0
1270     68437.5
857       3561.0
1271    -24670.9
209       7860.0
1443     19972.4
1312      3105.3
668     -39890.0
1297     18165.0
31      -21270.9
252       5591.0
242     -54483.4
726     -11679.4
114      83610.0
87       25876.6
355      26875.0
537     -30080.0
1335      3470.0
1395     28041.1
1077    -49002.2
257      -8982.7
864      67459.1
922      -1950.0
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1036     80170.0
323      20897.9
1104    -11040.0
412      28772.1
493      24840.0
26       19110.0
1242     24650.0
510     -23890.0
639      79423.2
564      44420.0
652      20340.0
1125    -14475.0
379      18210.0
1209     29460.8
744     -23900.0
116      -7500.0
841      -3782.5
1427    -36425.0
753      89422.5
291       3370.0
1399      3950.0
1387    -40840.0
185     232208.5
1090    -16599.3
1369     33735.0
1409     13139.0
716     -77790.0
454     -57972.7
23      -18440.0
608      73480.1
189      57150.0
682        302.2
175      13510.0
650      25241.0
824      30485.4
1026      8310.0
548       9961.7
1441     20040.0
330    -109099.3
193     -26290.0
867     -19883.7
286     -20215.0
1078     26640.0
149     -18800.0
361      -9040.0
1183    -22625.0
1346     12337.6
1389     18460.0
1363      3615.5
128     -23780.0
61      -31030.0
182      10420.7
790     -21712.5
1364      5162.0
690      11740.0
292     -54740.0
432     -15100.0
353      10484.9
1089     26362.2
986     -11260.0
962       1450.0
1136    -10935.0
126      24200.0
354     -11390.0
63      -34072.5
137     -45650.5
1101     -9740.0
1203     -2699.1
210     -13340.0
103      34915.0
903       1393.9
1046    176286.9
610      55544.6
524      53342.0
123       6450.0
1137    -21955.0
486      13010.0
12       -4040.0
1243    153564.8
125     -44320.0
758      24850.0
139      19434.8
602       -820.0
1095      5760.1
495     -83940.0
640      11810.0
1019     25177.5
1245     -2450.0
184      -4620.0
1421     -3440.0
352     -40705.0
1140     11680.0
1410     22440.0
254     -24510.0
1040    -26910.0
1432    -50070.0
846      26625.0
946       9150.0
567     -15622.1
28      -14500.0
971      19450.0
869      12670.0
449      12220.0
1113     -3500.0
803      99560.4
778      19350.0
954      -7190.0
1258     53910.0
801     -31260.0
1426      2135.0
1240     30440.0
1138    -27226.9
1381    -27258.6
393     -19020.0
989      21611.0
24       27211.7
551       3460.0
988     -16900.0
1349    -20673.4
1211    -19570.0
683      19366.8
1391    -86412.4
127     -18275.0
1087     49972.5
619      31353.4
948      -1491.0
814     -26389.0
698      17621.7
1083      8240.0
320      65503.2
674     -13540.0
544      10121.8
422     -76236.5
747        917.1
792      46460.0
585      45456.8
885      97500.0
688     209400.0
100     -28840.0
914      40493.0
715      17955.0
268      -4920.0
1304    -20200.0
1122     17850.7
34       86546.3
339      -1370.0
452      13225.0
118      34403.4
285      32526.6
1449     -3640.0
618      70032.5
1128      8710.0
937      94160.0
665      19475.4
420      46096.3
739      10800.0
745      37052.3
1157     40835.0
1392      3910.0
467     -29900.0
1091     25000.0
1028    -48440.0
429       6150.0
647      20635.0
313      97165.0
1377    -49125.0
303       9600.0
576      10900.0
643     -22225.0
876     -67852.5
457     -45555.0
776      18235.4
249       -835.0
1045    -22400.0
48      -24493.4
933      -1049.0
555       1035.0
460      65755.0
1106     29070.0
700      -4040.2
399      74830.0
Name: Sale_Price, dtype: float64

aerror5=np.abs(error5)

mape5=np.mean(aerror5/train_ytest)*100
mape5

18.359216993667655

MSE5=metrics.mean_squared_error(train_ytest,pred5)
MSE5

1944036656.9042695

Test Data

test1=pd.read_csv(r"C:\Users\TEST\Property_Price_Test.csv")
test1

	Id	Building_Class	Zoning_Class	Lot_Extent	Lot_Size	Road_Type	Lane_Type	Property_Shape	Land_Outline	Utility_Type	Lot_Configuration	Property_Slope	Neighborhood	Condition1	Condition2	House_Type	House_Design	Overall_Material	House_Condition	Construction_Year	Remodel_Year	Roof_Design	Roof_Quality	Exterior1st	Exterior2nd	Brick_Veneer_Type	Brick_Veneer_Area	Exterior_Material	Exterior_Condition	Foundation_Type	Basement_Height	Basement_Condition	Exposure_Level	BsmtFinType1	BsmtFinSF1	BsmtFinType2	BsmtFinSF2	BsmtUnfSF	Total_Basement_Area	Heating_Type	Heating_Quality	Air_Conditioning	Electrical_System	First_Floor_Area	Second_Floor_Area	LowQualFinSF	Grade_Living_Area	Underground_Full_Bathroom	Underground_Half_Bathroom	Full_Bathroom_Above_Grade	Half_Bathroom_Above_Grade	Bedroom_Above_Grade	Kitchen_Above_Grade	Kitchen_Quality	Rooms_Above_Grade	Functional_Rate	Fireplaces	Fireplace_Quality	Garage	Garage_Built_Year	Garage_Finish_Year	Garage_Size	Garage_Area	Garage_Quality	Garage_Condition	Pavedd_Drive	W_Deck_Area	Open_Lobby_Area	Enclosed_Lobby_Area	Three_Season_Lobby_Area	Screen_Lobby_Area	Pool_Area	Pool_Quality	Fence_Quality	Miscellaneous_Feature	Miscellaneous_Value	Month_Sold	Year_Sold	Sale_Type	Sale_Condition
0	1461	20	RHD	80.0	16104.819760	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Feedr	Norm	1Fam	1Story	5	6	1961	1961	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	No	Rec	468.0	LwQ	144.0	270.0	882.0	GasA	TA	Y	SBrkr	896	0	0	896	0.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Attchd	1961.0	Unf	1.0	730.0	TA	TA	Y	140	0	0	0	120	0	NaN	MnPrv	NaN	0	6	2010	WD	Normal
1	1462	20	RLD	81.0	15639.150810	Paved	NaN	IR1	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	6	6	1958	1958	Hip	SS	Wd Sdng	Wd Sdng	BrkFace	108.0	TA	TA	CB	TA	TA	No	ALQ	923.0	Unf	0.0	406.0	1329.0	GasA	TA	Y	SBrkr	1329	0	0	1329	0.0	0.0	1	1	3	1	Gd	6	TF	0	NaN	Attchd	1958.0	Unf	1.0	312.0	TA	TA	Y	393	36	0	0	0	0	NaN	NaN	Gar2	12500	6	2010	WD	Normal
2	1463	60	RLD	74.0	3849.428920	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	5	5	1997	1998	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	GLQ	791.0	Unf	0.0	137.0	928.0	GasA	Gd	Y	SBrkr	928	701	0	1629	0.0	0.0	2	1	3	1	TA	6	TF	1	TA	Attchd	1997.0	Fin	2.0	482.0	TA	TA	Y	212	34	0	0	0	0	NaN	MnPrv	NaN	0	3	2010	WD	Normal
3	1464	60	RLD	78.0	4955.447942	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	6	1998	1998	Gable	SS	VinylSd	VinylSd	BrkFace	20.0	TA	TA	PC	TA	TA	No	GLQ	602.0	Unf	0.0	324.0	926.0	GasA	Ex	Y	SBrkr	926	678	0	1604	0.0	0.0	2	1	3	1	Gd	7	TF	1	Gd	Attchd	1998.0	Fin	2.0	470.0	TA	TA	Y	360	36	0	0	0	0	NaN	NaN	NaN	0	6	2010	WD	Normal
4	1465	120	RLD	43.0	3046.604942	Paved	NaN	IR1	HLS	AllPub	I	GS	StoneBr	Norm	Norm	TwnhsE	1Story	8	5	1992	1992	Gable	SS	HdBoard	HdBoard	None	0.0	Gd	TA	PC	Gd	TA	No	ALQ	263.0	Unf	0.0	1017.0	1280.0	GasA	Ex	Y	SBrkr	1280	0	0	1280	0.0	0.0	2	0	2	1	Gd	5	TF	0	NaN	Attchd	1992.0	RFn	2.0	506.0	TA	TA	Y	0	82	0	0	144	0	NaN	NaN	NaN	0	1	2010	WD	Normal
5	1466	60	RLD	75.0	10194.721200	Paved	NaN	IR1	Lvl	AllPub	C	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	1993	1994	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	763.0	763.0	GasA	Gd	Y	SBrkr	763	892	0	1655	0.0	0.0	2	1	3	1	TA	7	TF	1	TA	Attchd	1993.0	Fin	2.0	440.0	TA	TA	Y	157	84	0	0	0	0	NaN	NaN	NaN	0	4	2010	WD	Normal
6	1467	20	RLD	NaN	15033.338140	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	1Story	6	7	1992	2007	Gable	SS	HdBoard	HdBoard	None	0.0	TA	Gd	PC	Gd	TA	No	ALQ	935.0	Unf	0.0	233.0	1168.0	GasA	Ex	Y	SBrkr	1187	0	0	1187	1.0	0.0	2	0	3	1	TA	6	TF	0	NaN	Attchd	1992.0	Fin	2.0	420.0	TA	TA	Y	483	21	0	0	0	0	NaN	GdPrv	Shed	500	3	2010	WD	Normal
7	1468	60	RLD	63.0	12975.123110	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	1998	1998	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	789.0	789.0	GasA	Gd	Y	SBrkr	789	676	0	1465	0.0	0.0	2	1	3	1	TA	7	TF	1	Gd	Attchd	1998.0	Fin	2.0	393.0	TA	TA	Y	0	75	0	0	0	0	NaN	NaN	NaN	0	5	2010	WD	Normal
8	1469	20	RLD	85.0	22272.588650	Paved	NaN	Reg	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	1Story	7	5	1990	1990	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	PC	Gd	TA	Gd	GLQ	637.0	Unf	0.0	663.0	1300.0	GasA	Gd	Y	SBrkr	1341	0	0	1341	1.0	0.0	1	1	2	1	Gd	5	TF	1	Po	Attchd	1990.0	Unf	2.0	506.0	TA	TA	Y	192	0	0	0	0	0	NaN	NaN	NaN	0	2	2010	WD	Normal
9	1470	20	RLD	70.0	11464.167120	Paved	NaN	Reg	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	4	5	1970	1970	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	TA	TA	No	ALQ	804.0	Rec	78.0	0.0	882.0	GasA	TA	Y	SBrkr	882	0	0	882	1.0	0.0	1	0	2	1	TA	4	TF	0	NaN	Attchd	1970.0	Fin	2.0	525.0	TA	TA	Y	240	0	0	0	0	0	NaN	MnPrv	NaN	0	4	2010	WD	Normal
10	1471	120	RHD	26.0	7061.265181	Paved	NaN	IR1	Lvl	AllPub	FR2P	GS	NAmes	Norm	Norm	TwnhsE	1Story	7	5	1999	1999	Gable	SS	MetalSd	MetalSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	1051.0	BLQ	0.0	354.0	1405.0	GasA	Ex	Y	SBrkr	1337	0	0	1337	1.0	0.0	2	0	2	1	Gd	5	TF	1	Fa	Attchd	1999.0	Fin	2.0	511.0	TA	TA	Y	203	68	0	0	0	0	NaN	NaN	NaN	0	6	2010	WD	Normal
11	1472	160	RMD	21.0	12770.553430	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrDale	NoRMD	NoRMD	Twnhs	2Story	6	5	1971	1971	Gable	SS	HdBoard	HdBoard	BrkFace	504.0	TA	TA	CB	TA	TA	No	Rec	156.0	Unf	0.0	327.0	483.0	GasA	TA	Y	SBrkr	483	504	0	987	0.0	0.0	1	1	2	1	TA	5	TF	0	NaN	Detchd	1971.0	Unf	1.0	264.0	TA	TA	Y	275	0	0	0	0	0	NaN	NaN	NaN	0	2	2010	COD	NoRMDal
12	1473	160	RMD	21.0	6518.142287	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrDale	NoRMD	NoRMD	Twnhs	2Story	5	5	1971	1971	Gable	SS	HdBoard	HdBoard	BrkFace	492.0	TA	TA	CB	TA	TA	No	Rec	300.0	Unf	0.0	225.0	525.0	GasA	TA	Y	SBrkr	525	567	0	1092	0.0	0.0	1	1	3	1	TA	6	TF	0	NaN	Detchd	1997.0	Unf	1.0	320.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	3	2010	WD	NoRMDal
13	1474	160	RLD	24.0	1368.598395	Paved	NaN	Reg	Lvl	AllPub	FR2P	GS	NPkVill	Norm	Norm	Twnhs	2Story	6	6	1975	1975	Gable	SS	Plywood	Brk Cmn	None	0.0	TA	TA	CB	TA	TA	No	ALQ	514.0	Unf	0.0	341.0	855.0	GasA	TA	Y	SBrkr	855	601	0	1456	0.0	0.0	2	1	3	1	Gd	6	TF	1	TA	Attchd	1975.0	Unf	2.0	440.0	TA	TA	Y	173	0	0	0	0	0	NaN	NaN	NaN	0	6	2010	WD	Normal
14	1475	120	RLD	24.0	20099.088440	Paved	NaN	Reg	Lvl	AllPub	FR2P	GS	NPkVill	Norm	Norm	Twnhs	1Story	7	6	1975	1975	Gable	SS	Plywood	Brk Cmn	None	0.0	TA	TA	CB	Gd	TA	No	Unf	0.0	Unf	0.0	836.0	836.0	GasA	Ex	Y	SBrkr	836	0	0	836	0.0	0.0	1	0	2	1	TA	4	TF	0	NaN	Attchd	1975.0	Unf	1.0	308.0	TA	TA	Y	0	30	0	0	0	0	NaN	NaN	NaN	0	6	2010	WD	Normal
15	1476	60	RLD	102.0	1416.313035	Paved	NaN	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	2Story	9	5	2009	2010	Gable	SS	VinylSd	VinylSd	Stone	162.0	Ex	TA	PC	Ex	TA	No	Unf	0.0	Unf	0.0	1590.0	1590.0	GasA	Ex	Y	SBrkr	1627	707	0	2334	0.0	0.0	2	1	3	1	Ex	10	TF	1	Gd	Attchd	2009.0	Fin	3.0	751.0	TA	TA	Y	144	133	0	0	0	0	NaN	NaN	NaN	0	1	2010	New	Partial
16	1477	20	RLD	94.0	12599.884680	Paved	NaN	IR1	Lvl	AllPub	C	GS	NridgHt	Norm	Norm	1Fam	1Story	8	5	2009	2010	Gable	SS	VinylSd	VinylSd	Stone	256.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1544.0	1544.0	GasA	Ex	Y	SBrkr	1544	0	0	1544	0.0	0.0	2	0	3	1	Gd	7	TF	0	NaN	Attchd	2009.0	RFn	3.0	868.0	TA	TA	Y	0	35	0	0	0	0	NaN	NaN	NaN	0	6	2010	New	Partial
17	1478	20	RLD	90.0	11487.547690	Paved	NaN	Reg	Lvl	AllPub	I	GS	NridgHt	PosN	Norm	1Fam	1Story	9	5	2005	2005	Hip	SS	VinylSd	VinylSd	BrkFace	615.0	Gd	TA	PC	Ex	TA	No	GLQ	110.0	Unf	0.0	1588.0	1698.0	GasA	Ex	Y	SBrkr	1698	0	0	1698	0.0	0.0	2	0	3	1	Ex	7	TF	1	Gd	Attchd	2005.0	Fin	3.0	730.0	TA	TA	Y	192	74	0	0	0	0	NaN	NaN	NaN	0	6	2010	WD	Normal
18	1479	20	RLD	79.0	11344.269310	Paved	NaN	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	1Story	8	5	2005	2006	Hip	SS	CemntBd	CmentBd	BrkFace	240.0	Gd	TA	PC	Ex	TA	No	GLQ	28.0	Unf	0.0	1794.0	1822.0	GasA	Ex	Y	SBrkr	1822	0	0	1822	0.0	0.0	2	0	3	1	Ex	8	TF	1	Gd	Attchd	2005.0	RFn	3.0	678.0	TA	TA	Y	0	119	0	0	0	0	NaN	NaN	NaN	0	2	2010	WD	Normal
19	1480	20	RLD	110.0	11656.470930	Paved	NaN	Reg	HLS	AllPub	I	MS	NridgHt	Norm	Norm	1Fam	1Story	9	5	2003	2004	Hip	SS	VinylSd	VinylSd	BrkFace	1095.0	Ex	TA	PC	Ex	TA	Gd	GLQ	1373.0	Unf	0.0	1473.0	2846.0	GasA	Ex	Y	SBrkr	2696	0	0	2696	1.0	0.0	2	1	3	1	Ex	10	TF	2	Gd	Attchd	2003.0	Fin	3.0	958.0	TA	TA	Y	220	150	0	0	0	0	NaN	NaN	NaN	0	6	2010	WD	Normal
20	1481	60	RLD	105.0	6097.421889	Paved	NaN	Reg	Lvl	AllPub	C	GS	NridgHt	Norm	Norm	1Fam	2Story	8	5	2002	2002	Gable	SS	VinylSd	VinylSd	BrkFace	232.0	Gd	TA	PC	Gd	TA	Gd	GLQ	578.0	Unf	0.0	1093.0	1671.0	GasA	Ex	Y	SBrkr	1687	563	0	2250	1.0	0.0	2	1	3	1	Gd	7	TF	1	Ex	Attchd	2002.0	Fin	3.0	756.0	TA	TA	Y	238	130	0	0	0	0	NaN	NaN	NaN	0	6	2010	WD	Normal
21	1482	120	RLD	41.0	11374.018700	Paved	NaN	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	TwnhsE	1Story	8	5	2006	2006	Gable	SS	VinylSd	VinylSd	Stone	178.0	Gd	TA	PC	Gd	TA	Mn	GLQ	24.0	Unf	0.0	1346.0	1370.0	GasA	Ex	Y	SBrkr	1370	0	0	1370	0.0	0.0	2	0	2	1	Gd	6	TF	1	Gd	Attchd	2006.0	RFn	2.0	484.0	TA	TA	Y	120	49	0	0	0	0	NaN	NaN	NaN	0	4	2010	WD	Normal
22	1483	20	RLD	100.0	17046.281780	Paved	NaN	IR1	Lvl	AllPub	C	GS	Gilbert	Norm	Norm	1Fam	1Story	6	5	2005	2005	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1324.0	1324.0	GasA	Ex	Y	SBrkr	1324	0	0	1324	0.0	0.0	2	0	3	1	Gd	6	TF	0	NaN	Attchd	2005.0	Fin	2.0	430.0	TA	TA	Y	36	23	0	0	0	0	NaN	NaN	NaN	0	1	2010	WD	Normal
23	1484	120	RLD	43.0	2793.216769	Paved	NaN	Reg	Lvl	AllPub	I	GS	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2006	2006	Gable	SS	VinylSd	VinylSd	BrkFace	14.0	Gd	TA	PC	Gd	TA	Av	GLQ	16.0	Unf	0.0	1129.0	1145.0	GasA	Ex	Y	SBrkr	1145	0	0	1145	0.0	0.0	2	0	2	1	Gd	6	TF	0	NaN	Attchd	2006.0	Fin	2.0	437.0	TA	TA	Y	100	116	0	0	0	0	NaN	NaN	NaN	0	1	2010	WD	Normal
24	1485	80	RLD	67.0	10039.840350	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	SLvl	7	5	2004	2004	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	326.0	Unf	0.0	58.0	384.0	GasA	Ex	Y	SBrkr	744	630	0	1374	1.0	0.0	2	1	3	1	Gd	7	TF	1	Gd	BuiltIn	2004.0	Fin	2.0	400.0	TA	TA	Y	100	0	0	0	0	0	NaN	NaN	NaN	0	6	2010	WD	Normal
25	1486	60	RLD	63.0	14472.241920	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	7	5	2004	2004	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	847.0	847.0	GasA	Ex	Y	SBrkr	847	886	0	1733	0.0	0.0	2	1	3	1	Gd	7	TF	1	Gd	BuiltIn	2004.0	Fin	2.0	433.0	TA	TA	Y	144	48	0	0	0	0	NaN	NaN	NaN	0	4	2010	WD	Normal
26	1487	60	RLD	60.0	2576.961923	Paved	NaN	IR2	Lvl	AllPub	CulDSac	GS	NoRidge	Norm	Norm	1Fam	2Story	8	5	1998	1998	Hip	SS	VinylSd	VinylSd	BrkFace	114.0	Gd	TA	PC	Ex	TA	No	Unf	0.0	Unf	0.0	1629.0	1629.0	GasA	Ex	Y	SBrkr	1645	830	0	2475	0.0	0.0	2	1	4	1	Gd	7	TF	1	TA	Attchd	1998.0	Fin	3.0	962.0	TA	TA	Y	23	172	0	0	256	0	NaN	NaN	NaN	0	1	2010	WD	Normal
27	1488	20	RLD	73.0	13053.487990	Paved	NaN	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	8	5	2005	2006	Gable	SS	VinylSd	VinylSd	BrkFace	226.0	Gd	TA	PC	Gd	TA	NaN	Unf	0.0	Unf	0.0	1595.0	1595.0	GasA	Ex	Y	SBrkr	1595	0	0	1595	0.0	0.0	2	0	2	1	Gd	6	TF	1	Gd	Attchd	2005.0	RFn	3.0	880.0	TA	TA	Y	144	0	0	0	0	0	NaN	NaN	NaN	0	5	2010	WD	Normal
28	1489	20	FVR	92.0	8081.247821	Paved	NaN	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	7	5	2009	2010	Hip	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1218.0	1218.0	GasA	Ex	Y	SBrkr	1218	0	0	1218	0.0	0.0	2	0	2	1	Gd	4	TF	0	NaN	Attchd	2009.0	RFn	2.0	676.0	TA	TA	Y	0	136	0	0	0	0	NaN	NaN	NaN	0	4	2010	New	Partial
29	1490	20	FVR	84.0	15013.352240	Paved	NaN	Reg	Lvl	AllPub	C	GS	Somerst	Norm	Norm	1Fam	1Story	6	5	2005	2005	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Ex	TA	No	GLQ	1414.0	Unf	0.0	54.0	1468.0	GasA	Ex	Y	SBrkr	1468	0	0	1468	1.0	0.0	2	0	2	1	Gd	6	TF	1	Gd	Attchd	2005.0	Fin	2.0	528.0	TA	TA	Y	0	102	0	0	216	0	NaN	NaN	NaN	0	5	2010	WD	Normal
30	1491	60	RLD	70.0	3579.780904	Paved	NaN	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	2Story	7	5	2004	2004	Gable	SS	VinylSd	VinylSd	BrkFace	122.0	Gd	TA	PC	Gd	TA	Av	Unf	0.0	Unf	0.0	831.0	831.0	GasA	Ex	Y	SBrkr	831	828	0	1659	0.0	0.0	2	1	3	1	Gd	8	TF	0	NaN	Attchd	2004.0	RFn	2.0	484.0	TA	TA	Y	144	68	0	0	0	0	NaN	NaN	NaN	0	4	2010	WD	Normal
31	1492	30	RHD	70.0	5269.230243	Paved	NaN	Reg	Lvl	AllPub	C	GS	SawyerW	Feedr	Norm	1Fam	1Story	5	5	1920	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	Fa	BT	TA	TA	No	Unf	0.0	Unf	0.0	816.0	816.0	GasA	TA	N	FuseA	1012	0	0	1012	0.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Detchd	1920.0	Unf	1.0	429.0	TA	TA	Y	121	0	80	0	0	0	NaN	NaN	NaN	0	4	2010	WD	Normal
32	1493	20	RLD	39.0	10696.593690	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	Sawyer	RRNe	Norm	1Fam	1Story	6	6	1974	2002	Hip	SS	Plywood	Plywood	BrkCmn	250.0	TA	Gd	CB	TA	TA	Gd	BLQ	126.0	GLQ	859.0	223.0	1208.0	GasA	Ex	Y	SBrkr	1494	0	0	1494	1.0	0.0	2	0	3	1	TA	7	TF	2	Fa	Attchd	1974.0	Fin	2.0	461.0	TA	TA	Y	296	0	186	0	0	0	NaN	GdPrv	NaN	0	4	2010	WD	Abnorml
33	1494	60	RLD	85.0	13281.501700	Paved	NaN	IR1	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	2Story	8	5	1993	1993	Gable	SS	HdBoard	ImStucc	BrkFace	504.0	Gd	TA	PC	Gd	TA	No	LwQ	250.0	GLQ	981.0	0.0	1231.0	GasA	Ex	Y	SBrkr	1251	1098	0	2349	1.0	0.0	2	1	4	1	Gd	9	TF	1	TA	Attchd	1993.0	RFn	3.0	762.0	TA	TA	Y	32	130	0	0	0	0	NaN	NaN	NaN	0	6	2010	WD	Normal
34	1495	60	RLD	88.0	11244.832350	Paved	NaN	Reg	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	2Story	8	5	1992	1993	Gable	SS	HdBoard	HdBoard	BrkFace	180.0	Gd	TA	PC	Gd	TA	No	GLQ	1129.0	Unf	0.0	261.0	1390.0	GasA	Ex	Y	SBrkr	1402	823	0	2225	1.0	0.0	2	1	4	1	Gd	7	TF	1	TA	Attchd	1992.0	RFn	3.0	713.0	TA	TA	Y	198	30	0	0	0	0	NaN	NaN	NaN	0	6	2010	WD	Normal
35	1496	120	FVR	25.0	4865.563391	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	Somerst	Norm	Norm	TwnhsE	1Story	7	5	2004	2005	Gable	SS	MetalSd	MetalSd	None	0.0	Gd	TA	PC	Ex	TA	Av	GLQ	1298.0	Unf	0.0	190.0	1488.0	GasA	Ex	Y	SBrkr	1488	0	0	1488	1.0	0.0	2	0	2	1	Gd	6	TF	1	Gd	Attchd	2004.0	Fin	2.0	506.0	TA	TA	Y	168	50	0	0	0	0	NaN	NaN	NaN	0	3	2010	WD	Normal
36	1497	160	FVR	39.0	7980.722834	Paved	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	TwnhsE	2Story	7	5	2004	2004	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	840.0	840.0	GasA	Ex	Y	SBrkr	840	840	0	1680	0.0	0.0	2	1	2	1	Gd	3	TF	0	NaN	Attchd	2004.0	RFn	2.0	588.0	TA	TA	Y	0	111	0	0	0	0	NaN	NaN	NaN	0	1	2010	WD	Normal
37	1498	160	FVR	30.0	9266.044744	Paved	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	TwnhsE	2Story	7	5	2004	2004	Gable	SS	MetalSd	MetalSd	BrkFace	120.0	Gd	TA	PC	Gd	TA	Av	GLQ	280.0	Unf	0.0	320.0	600.0	GasA	Ex	Y	SBrkr	600	600	0	1200	0.0	0.0	2	1	2	1	Gd	4	TF	0	NaN	Detchd	2004.0	RFn	2.0	480.0	TA	TA	Y	0	172	0	0	0	0	NaN	NaN	NaN	0	4	2010	ConLD	Normal
38	1499	160	FVR	24.0	17542.228780	Paved	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	Twnhs	2Story	7	5	2004	2005	Gable	SS	MetalSd	MetalSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	368.0	ALQ	42.0	190.0	600.0	GasA	Ex	Y	SBrkr	600	600	0	1200	1.0	0.0	2	1	2	1	Gd	4	TF	0	NaN	Detchd	2004.0	RFn	2.0	480.0	TA	TA	Y	0	172	0	0	0	0	NaN	NaN	NaN	0	2	2010	WD	Normal
39	1500	160	FVR	24.0	8434.840819	Paved	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	Twnhs	2Story	6	5	2005	2005	Gable	SS	VinylSd	VinylSd	BrkFace	216.0	Gd	TA	PC	Gd	TA	No	GLQ	376.0	Unf	0.0	224.0	600.0	GasA	Ex	Y	SBrkr	600	636	0	1236	1.0	0.0	2	1	2	1	Gd	4	TF	0	NaN	Detchd	2005.0	RFn	2.0	480.0	TA	TA	Y	0	166	0	0	0	0	NaN	NaN	NaN	0	5	2010	WD	Normal
40	1501	160	FVR	NaN	4707.477941	Paved	NaN	Reg	Lvl	AllPub	C	GS	Somerst	Norm	Norm	TwnhsE	2Story	6	5	2000	2000	Gable	SS	MetalSd	MetalSd	BrkFace	1159.0	Gd	TA	PC	Gd	TA	No	GLQ	466.0	Unf	0.0	290.0	756.0	GasA	Ex	Y	SBrkr	756	756	0	1512	1.0	0.0	2	1	2	1	Gd	5	TF	0	NaN	Detchd	2000.0	Unf	2.0	440.0	TA	TA	Y	0	32	0	0	0	0	NaN	NaN	NaN	0	5	2010	WD	Normal
41	1502	160	FVR	NaN	4746.594513	Paved	NaN	IR1	Lvl	AllPub	FR2P	GS	Somerst	Norm	Norm	TwnhsE	2Story	7	5	2003	2003	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	244.0	Unf	0.0	286.0	530.0	GasA	Ex	Y	SBrkr	530	550	0	1080	0.0	0.0	2	1	2	1	Gd	4	TF	0	NaN	Attchd	2003.0	RFn	2.0	496.0	TA	TA	Y	0	50	0	0	0	0	NaN	NaN	NaN	0	6	2010	WD	Normal
42	1503	20	FVR	57.0	10889.510100	Paved	Paved	IR1	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	8	5	2010	2010	Gable	SS	CemntBd	CmentBd	None	0.0	Gd	TA	PC	Ex	Po	No	GLQ	1032.0	Unf	0.0	610.0	1642.0	GasA	Ex	Y	SBrkr	1418	0	0	1418	1.0	0.0	1	1	1	1	Gd	6	TF	1	Gd	Attchd	2010.0	RFn	3.0	852.0	TA	TA	Y	160	192	0	224	0	0	NaN	NaN	NaN	0	4	2010	New	Partial
43	1504	60	FVR	68.0	13455.021770	Paved	NaN	IR1	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	2Story	8	5	2000	2000	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	484.0	Unf	0.0	491.0	975.0	GasA	Ex	Y	SBrkr	975	873	0	1848	1.0	0.0	2	1	3	1	Gd	7	TF	1	TA	Attchd	2000.0	RFn	2.0	592.0	TA	TA	Y	280	184	0	0	0	0	NaN	NaN	NaN	0	4	2010	WD	Normal
44	1505	20	FVR	80.0	492.956163	Paved	NaN	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	7	5	2002	2002	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	833.0	Unf	0.0	659.0	1492.0	GasA	Ex	Y	SBrkr	1492	0	0	1492	1.0	0.0	2	0	3	1	Gd	6	TF	1	Gd	Attchd	2002.0	RFn	2.0	596.0	TA	TA	Y	277	137	0	0	0	0	NaN	NaN	NaN	0	4	2010	WD	Normal
45	1506	20	RLD	NaN	10866.204110	Paved	NaN	IR1	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	1Story	6	6	1967	1967	Hip	SS	HdBoard	HdBoard	BrkFace	120.0	TA	TA	CB	TA	TA	No	GLQ	506.0	Unf	0.0	1323.0	1829.0	GasA	Gd	Y	SBrkr	1829	0	0	1829	1.0	0.0	2	0	4	1	TA	8	TF	0	NaN	Attchd	1967.0	RFn	2.0	535.0	TA	TA	Y	0	76	0	0	0	0	NaN	NaN	NaN	0	5	2010	WD	Normal
46	1507	60	RLD	80.0	10722.885230	Paved	NaN	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	2Story	6	5	1993	1993	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	PC	Gd	TA	Mn	GLQ	1137.0	Unf	0.0	143.0	1280.0	GasA	Ex	Y	SBrkr	1280	1215	0	2495	1.0	0.0	2	1	4	1	Gd	9	TF	1	TA	Attchd	1993.0	Unf	2.0	660.0	TA	TA	Y	224	32	0	0	0	0	NaN	NaN	NaN	0	3	2010	WD	Normal
47	1508	50	RLD	NaN	4867.462398	Paved	NaN	IR1	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	1.5Fin	6	5	1978	1978	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	PC	Gd	TA	Mn	ALQ	687.0	LwQ	46.0	491.0	1224.0	GasA	TA	Y	SBrkr	1287	604	0	1891	0.0	1.0	3	0	3	1	TA	7	TF	1	TA	Attchd	1978.0	RFn	2.0	678.0	TA	TA	Y	0	69	0	0	0	0	NaN	NaN	NaN	0	4	2010	WD	Normal
48	1509	60	RLD	80.0	4419.456191	Paved	NaN	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	2Story	6	6	1971	1971	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	ALQ	329.0	Unf	0.0	386.0	715.0	GasA	TA	Y	SBrkr	930	715	0	1645	0.0	0.0	1	2	4	1	TA	7	TF	0	NaN	Attchd	1971.0	RFn	2.0	441.0	TA	TA	Y	0	78	0	0	0	0	NaN	GdWo	NaN	0	6	2010	WD	Normal
49	1510	20	RLD	80.0	15467.814360	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1966	1966	Hip	SS	VinylSd	VinylSd	BrkFace	172.0	TA	TA	CB	TA	TA	No	Rec	698.0	Unf	0.0	534.0	1232.0	GasA	TA	Y	SBrkr	1232	0	0	1232	1.0	0.0	1	1	3	1	TA	6	TF	0	NaN	Attchd	1966.0	RFn	2.0	490.0	TA	TA	Y	0	224	0	0	0	0	NaN	NaN	NaN	0	4	2010	WD	Normal
50	1511	20	RLD	90.0	5649.872985	Paved	NaN	Reg	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1966	1966	Hip	SS	HdBoard	HdBoard	None	0.0	TA	TA	PC	Gd	TA	No	BLQ	1059.0	Unf	0.0	150.0	1209.0	GasA	Gd	Y	SBrkr	1209	0	0	1209	1.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Attchd	1966.0	RFn	2.0	504.0	TA	TA	Y	0	0	120	0	0	0	NaN	NaN	NaN	0	4	2010	ConLD	Normal
51	1512	20	RLD	88.0	12240.399790	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1967	1967	Gable	SS	Wd Sdng	Plywood	BrkFace	268.0	TA	TA	CB	TA	TA	No	BLQ	1010.0	Unf	0.0	500.0	1510.0	GasA	Ex	Y	SBrkr	1510	0	0	1510	1.0	0.0	2	0	3	1	Gd	6	TF	0	NaN	Attchd	1967.0	RFn	2.0	517.0	TA	TA	Y	0	40	0	0	204	0	NaN	GdPrv	NaN	0	4	2010	WD	Normal
52	1513	80	RLD	NaN	15403.808080	Paved	Paved	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	SLvl	6	5	1964	1964	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	533.0	533.0	GasA	TA	Y	SBrkr	1131	644	0	1775	0.0	0.0	2	0	3	1	TA	8	TF	0	NaN	Attchd	1964.0	Unf	2.0	480.0	TA	TA	Y	0	172	0	0	0	0	NaN	NaN	NaN	0	5	2010	COD	Family
53	1514	90	RLD	98.0	18145.418790	Paved	NaN	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	Duplex	1Story	5	6	1962	2001	Hip	SS	HdBoard	HdBoard	BrkFace	144.0	TA	TA	CB	TA	TA	No	BLQ	1500.0	Unf	0.0	228.0	1728.0	GasA	TA	Y	SBrkr	1728	0	0	1728	2.0	0.0	2	0	6	2	TA	10	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	1	2010	Oth	Abnorml
54	1515	50	RLD	68.0	13800.132990	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1.5Fin	5	7	1952	2002	Gable	SS	MetalSd	MetalSd	BrkFace	265.0	Gd	TA	CB	TA	TA	No	LwQ	670.0	Unf	0.0	470.0	1140.0	GasA	Gd	Y	SBrkr	1929	532	0	2461	0.0	0.0	2	0	3	1	TA	7	MD2	2	Gd	Detchd	1994.0	Unf	2.0	400.0	TA	TA	Y	0	0	0	0	0	0	NaN	GdWo	NaN	0	3	2010	WD	Normal
55	1516	50	RLD	120.0	6441.827821	Paved	NaN	Reg	Lvl	AllPub	C	GS	NAmes	Artery	Norm	1Fam	1.5Fin	6	6	1949	1950	Gable	SS	MetalSd	MetalSd	Stone	340.0	TA	Gd	CB	TA	TA	No	Rec	300.0	Unf	0.0	482.0	782.0	GasA	TA	Y	SBrkr	1019	537	0	1556	0.0	0.0	2	0	3	1	TA	6	TF	1	Gd	Attchd	1949.0	Unf	2.0	470.0	TA	TA	Y	0	0	150	0	0	0	NaN	NaN	NaN	0	1	2010	WD	Normal
56	1517	85	RLD	75.0	867.672889	Paved	NaN	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	SFoyer	6	8	1966	2008	Gable	SS	HdBoard	HdBoard	BrkFace	216.0	TA	TA	CB	TA	TA	Gd	GLQ	944.0	Unf	0.0	136.0	1080.0	GasA	Gd	Y	SBrkr	1128	0	0	1128	1.0	0.0	1	0	2	1	Gd	5	TF	1	Gd	Attchd	1966.0	Unf	1.0	315.0	TA	TA	Y	238	0	0	0	0	0	NaN	NaN	Shed	1500	1	2010	WD	Normal
57	1518	90	RLD	70.0	15953.724690	Paved	NaN	Reg	Lvl	AllPub	C	GS	NAmes	Feedr	Norm	Duplex	1Story	5	5	1958	1958	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	1604.0	1604.0	GasA	TA	Y	SBrkr	1604	0	0	1604	0.0	0.0	2	0	4	2	TA	8	TF	0	NaN	Attchd	1958.0	Unf	2.0	576.0	TA	TA	Y	42	0	0	0	0	0	NaN	NaN	NaN	0	3	2010	WD	Normal
58	1519	20	RLD	70.0	5771.712814	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	7	5	2003	2009	Gable	SS	VinylSd	VinylSd	BrkFace	506.0	Gd	TA	PC	Gd	TA	No	GLQ	1188.0	Unf	0.0	292.0	1480.0	GasA	Ex	Y	SBrkr	1480	0	0	1480	1.0	0.0	2	0	3	1	Gd	7	TF	0	NaN	Attchd	2003.0	RFn	2.0	620.0	TA	TA	Y	252	73	0	0	0	0	NaN	MnPrv	Shed	300	2	2010	WD	Normal
59	1520	20	RLD	NaN	5110.919131	Paved	NaN	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1959	1959	Hip	SS	MetalSd	MetalSd	BrkFace	150.0	TA	TA	CB	TA	TA	No	BLQ	856.0	Rec	162.0	125.0	1143.0	GasA	TA	Y	SBrkr	1143	0	0	1143	1.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Attchd	1959.0	RFn	1.0	308.0	TA	TA	Y	0	0	0	0	0	0	NaN	GdPrv	NaN	0	5	2010	WD	Normal
60	1521	20	RLD	87.0	11841.737820	Paved	NaN	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1959	1959	Hip	SS	MetalSd	MetalSd	BrkFace	91.0	TA	TA	CB	TA	TA	No	Rec	936.0	Unf	0.0	270.0	1206.0	GasA	Fa	Y	SBrkr	1206	0	0	1206	0.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Attchd	1959.0	RFn	1.0	312.0	TA	TA	Y	0	21	0	0	0	0	NaN	NaN	NaN	0	5	2010	WD	Normal
61	1522	20	RLD	80.0	7744.649437	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	5	1959	1959	Gable	SS	Wd Sdng	Wd Sdng	Stone	432.0	TA	TA	CB	TA	TA	No	Rec	734.0	Unf	0.0	510.0	1244.0	GasA	Ex	Y	SBrkr	1580	0	0	1580	1.0	0.0	1	1	3	1	TA	6	TF	2	Gd	Attchd	1956.0	Unf	2.0	440.0	TA	TA	Y	0	28	0	0	160	0	NaN	GdWo	NaN	0	6	2010	WD	Normal
62	1523	50	RLD	60.0	11748.095270	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1.5Fin	4	5	1956	1956	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	832.0	832.0	GasA	TA	Y	FuseA	832	505	0	1337	0.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Attchd	1956.0	Unf	1.0	263.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	2	2010	WD	Normal
63	1524	20	RLD	60.0	1925.894920	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1952	1952	Gable	SS	WdShing	Wd Shng	None	0.0	TA	TA	CB	TA	TA	No	BLQ	339.0	Unf	0.0	525.0	864.0	GasA	TA	Y	SBrkr	1064	0	0	1064	0.0	1.0	1	0	2	1	Fa	4	TF	0	NaN	Detchd	1952.0	Unf	1.0	318.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	5	2010	WD	Normal
64	1525	20	RLD	119.0	9286.180682	Paved	NaN	Reg	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1955	1955	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	CB	TA	TA	No	Rec	648.0	Unf	0.0	324.0	972.0	GasA	TA	Y	SBrkr	972	0	0	972	0.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Attchd	1955.0	Unf	1.0	305.0	TA	TA	Y	0	0	205	0	0	0	NaN	GdWo	NaN	0	6	2010	WD	Normal
65	1526	190	RLD	70.0	16581.530690	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	2fmCon	1Story	5	5	1958	1958	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	Av	Rec	532.0	Unf	0.0	456.0	988.0	GasA	TA	Y	SBrkr	988	0	0	988	1.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Attchd	1958.0	Unf	1.0	264.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	4	2010	WD	Abnorml
66	1527	30	RLD	65.0	10254.467800	Paved	NaN	Reg	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	4	7	1920	1994	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	576.0	576.0	GasA	Gd	Y	SBrkr	985	0	0	985	0.0	1.0	1	0	2	1	TA	4	TF	0	NaN	Detchd	1989.0	Unf	2.0	676.0	TA	TA	N	0	0	0	0	0	0	NaN	NaN	NaN	0	4	2010	WD	Normal
67	1528	50	RLD	60.0	14856.744800	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Artery	Norm	1Fam	1.5Fin	6	8	1948	2004	Gable	SS	WdShing	Wd Shng	None	0.0	TA	TA	CB	TA	TA	No	ALQ	481.0	Rec	174.0	161.0	816.0	GasA	TA	Y	SBrkr	816	408	0	1224	1.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Detchd	1950.0	Unf	1.0	280.0	TA	TA	Y	414	0	0	0	0	0	NaN	GdWo	NaN	0	5	2010	WD	Normal
68	1529	20	RLD	81.0	13032.780420	Paved	NaN	IR1	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1960	1960	Gable	SS	BrkFace	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	Rec	588.0	LwQ	350.0	237.0	1175.0	GasA	Ex	Y	SBrkr	1175	0	0	1175	0.0	0.0	1	1	3	1	TA	6	TF	0	NaN	Detchd	1960.0	RFn	2.0	484.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	6	2010	WD	Normal
69	1530	20	RLD	80.0	22082.064190	Paved	NaN	Reg	Lvl	AllPub	I	MS	NAmes	Norm	Norm	1Fam	1Story	6	7	1963	1984	Hip	SS	Wd Sdng	Wd Sdng	BrkFace	218.0	TA	TA	CB	TA	TA	Gd	BLQ	717.0	LwQ	263.0	415.0	1395.0	GasA	TA	Y	SBrkr	1395	0	0	1395	1.0	0.0	1	0	2	1	TA	7	MD1	1	TA	Attchd	1963.0	RFn	2.0	440.0	TA	TA	Y	657	0	113	0	240	0	NaN	NaN	NaN	0	5	2010	WD	Normal
70	1531	50	RMD	60.0	11574.720590	Paved	NaN	Reg	Lvl	AllPub	C	GS	OldTown	NoRMD	NoRMD	1Fam	1.5Fin	4	5	1900	1954	Hip	SS	Wd Sdng	Wd Sdng	BrkFace	771.0	TA	TA	PC	TA	TA	No	ALQ	48.0	Unf	0.0	661.0	709.0	GasA	TA	Y	SBrkr	1157	687	0	1844	1.0	0.0	1	0	3	1	TA	9	MD2	2	Gd	Basment	1900.0	Unf	1.0	240.0	TA	TA	Y	84	0	0	0	0	0	NaN	NaN	NaN	0	1	2010	COD	AbnoRMDl
71	1532	30	RMD	56.0	7950.382442	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	Artery	NoRMD	1Fam	1Story	5	7	1920	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	PC	TA	TA	No	BLQ	579.0	Unf	0.0	357.0	936.0	GasA	TA	Y	SBrkr	936	0	0	936	1.0	0.0	1	0	2	1	TA	5	TF	1	Gd	NaN	NaN	NaN	0.0	0.0	NaN	NaN	P	51	0	135	0	0	0	NaN	MnPrv	NaN	0	5	2010	WD	NoRMDal
72	1533	20	RMD	69.0	5810.680782	Paved	Grvl	Reg	Bnk	AllPub	I	MS	OldTown	NoRMD	NoRMD	1Fam	1Story	5	7	1957	1957	Hip	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	Mn	BLQ	274.0	Rec	1073.0	0.0	1347.0	GasA	Gd	Y	SBrkr	1347	0	0	1347	1.0	1.0	1	0	3	1	Gd	6	TF	0	NaN	Detchd	1957.0	Unf	2.0	551.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	6	2010	WD	NoRMDal
73	1534	45	RMD	50.0	6969.626798	Paved	NaN	Reg	Lvl	AllPub	C	GS	OldTown	NoRMD	NoRMD	1Fam	1.5Fin	6	7	1938	2000	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	827.0	827.0	GasA	Gd	Y	SBrkr	827	424	0	1251	0.0	0.0	1	0	3	1	Fa	6	TF	0	NaN	Detchd	1938.0	Unf	1.0	240.0	Fa	TA	N	0	0	0	0	0	0	NaN	NaN	NaN	0	1	2010	WD	NoRMDal
74	1535	50	RMD	69.0	3722.389587	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	Artery	NoRMD	1Fam	1.5Fin	5	7	1948	2009	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	BT	TA	TA	No	BLQ	780.0	Unf	0.0	247.0	1027.0	GasA	Ex	Y	SBrkr	1027	606	0	1633	0.0	0.0	1	0	3	1	Gd	7	TF	1	Gd	Detchd	1948.0	Unf	1.0	240.0	TA	TA	Y	0	100	126	0	0	0	NaN	NaN	NaN	0	6	2010	WD	NoRMDal
75	1536	50	RMD	NaN	4687.563472	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	Artery	NoRMD	1Fam	1.5Fin	5	6	1920	1962	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	TA	No	Rec	176.0	Unf	0.0	832.0	1008.0	GasA	TA	Y	SBrkr	1060	185	0	1245	0.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Detchd	1962.0	Unf	1.0	315.0	TA	TA	Y	0	0	334	0	0	0	NaN	NaN	NaN	0	3	2010	WD	NoRMDal
76	1537	30	RMD	68.0	22688.871360	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	1Story	2	2	1923	1970	Gable	SS	AsbShng	AsbShng	None	0.0	TA	Fa	BT	Fa	Fa	No	Unf	0.0	Unf	0.0	678.0	678.0	GasA	TA	N	SBrkr	832	0	0	832	0.0	0.0	1	0	2	1	TA	5	TF	1	Gd	Detchd	1928.0	Unf	2.0	780.0	Fa	Fa	N	0	0	0	0	0	0	NaN	NaN	NaN	0	6	2010	WD	AbnoRMDl
77	1538	70	RMD	60.0	13117.341200	Paved	Grvl	Reg	Lvl	AllPub	C	GS	OldTown	NoRMD	NoRMD	1Fam	2Story	8	9	1900	2003	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	Gd	Gd	BT	TA	TA	No	Unf	0.0	Unf	0.0	930.0	930.0	GasW	TA	N	SBrkr	930	636	0	1566	0.0	0.0	2	0	3	1	Gd	7	TF	0	NaN	Detchd	1930.0	Unf	1.0	288.0	TA	TA	Y	54	228	246	0	0	0	NaN	NaN	NaN	0	4	2010	WD	AbnoRMDl
78	1539	70	RMD	50.0	2905.135467	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	2Story	8	9	1890	2002	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	Gd	Gd	S	Fa	Fa	No	Unf	0.0	Unf	0.0	346.0	346.0	GasA	Ex	Y	SBrkr	1157	1111	0	2268	0.0	0.0	3	0	3	1	Gd	7	TF	0	NaN	Detchd	2003.0	Unf	2.0	624.0	TA	TA	N	0	108	0	0	0	0	NaN	NaN	NaN	0	4	2010	WD	NoRMDal
79	1540	190	RMD	100.0	12210.760950	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	2fmCon	2Story	5	3	1910	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Fa	BT	TA	TA	Mn	Unf	0.0	Unf	0.0	840.0	840.0	Grav	Fa	N	FuseF	1128	1128	0	2256	0.0	0.0	2	0	4	2	Fa	12	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	0	18	18	0	0	0	NaN	NaN	NaN	0	6	2010	WD	AbnoRMDl
80	1541	70	RMD	60.0	10663.830990	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	2Story	6	7	1922	1994	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	Fa	TA	No	Rec	283.0	Unf	0.0	455.0	738.0	GasA	Ex	Y	SBrkr	868	602	0	1470	0.0	0.0	1	1	2	1	TA	6	MD1	0	NaN	Detchd	1970.0	Unf	2.0	624.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	6	2010	WD	NoRMDal
81	1542	50	RMD	53.0	20720.334620	Paved	NaN	Reg	Lvl	AllPub	C	GS	BrkSide	Feedr	Feedr	1Fam	1.5Fin	5	6	1950	1997	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	CB	TA	TA	No	Rec	788.0	Unf	0.0	200.0	988.0	GasA	Ex	Y	SBrkr	1030	582	0	1612	0.0	0.0	1	1	3	1	TA	7	TF	0	NaN	Detchd	1950.0	Unf	1.0	363.0	TA	TA	Y	0	0	0	0	0	0	NaN	MnPrv	NaN	0	3	2010	WD	NoRMDal
82	1543	75	RLD	NaN	19700.410080	Paved	NaN	IR1	Bnk	AllPub	C	GS	BrkSide	Norm	Norm	1Fam	2.5Unf	7	7	1922	2005	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	Gd	TA	No	BLQ	474.0	Unf	0.0	634.0	1108.0	GasA	TA	N	FuseA	1160	908	0	2068	0.0	0.0	1	1	3	1	Gd	8	TF	1	Gd	Detchd	1928.0	Unf	1.0	315.0	TA	TA	Y	0	0	60	0	0	0	NaN	NaN	NaN	0	5	2010	WD	Normal
83	1544	30	RMD	50.0	10596.776790	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrkSide	Feedr	NoRMD	1Fam	1Story	4	7	1925	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	TA	No	Rec	188.0	Unf	0.0	577.0	765.0	GasA	TA	N	FuseF	765	0	0	765	1.0	0.0	1	0	2	1	Gd	4	TF	0	NaN	Detchd	1926.0	Unf	1.0	200.0	Fa	TA	P	135	0	41	0	0	0	NaN	MnPrv	NaN	0	4	2010	WD	NoRMDal
84	1545	50	RMD	50.0	17171.046080	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrkSide	NoRMD	NoRMD	1Fam	1.5Fin	6	7	1939	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	Gd	No	BLQ	452.0	LwQ	12.0	144.0	608.0	GasA	TA	Y	SBrkr	608	524	0	1132	1.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Detchd	1939.0	Unf	1.0	240.0	TA	TA	Y	0	0	128	0	0	0	NaN	MnPrv	NaN	0	4	2010	WD	AbnoRMDl
85	1546	50	RMD	50.0	15182.683040	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrkSide	NoRMD	NoRMD	1Fam	1.5Fin	6	6	1940	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	CB	TA	TA	No	LwQ	264.0	Unf	0.0	308.0	572.0	GasA	Ex	Y	FuseA	848	348	0	1196	0.0	1.0	1	1	3	1	TA	6	TF	2	Gd	Detchd	1973.0	Unf	2.0	576.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	3	2010	WD	NoRMDal
86	1547	50	RMD	53.0	6513.758708	Paved	NaN	Reg	Lvl	AllPub	C	GS	BrkSide	Feedr	NoRMD	1Fam	1.5Fin	5	6	1942	1950	Gable	SS	MetalSd	MetalSd	Stone	300.0	TA	TA	CB	TA	TA	No	Rec	360.0	LwQ	159.0	316.0	835.0	GasA	TA	Y	FuseA	955	498	0	1453	0.0	0.0	1	1	3	1	Gd	7	MD2	2	Fa	Detchd	1942.0	Unf	1.0	240.0	TA	TA	Y	0	0	35	0	148	0	NaN	NaN	NaN	0	3	2010	WD	NoRMDal
87	1548	50	RMD	50.0	17980.457980	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrkSide	NoRMD	NoRMD	1Fam	1.5Fin	6	7	1948	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	Rec	300.0	Unf	0.0	480.0	780.0	GasA	TA	Y	SBrkr	780	636	0	1416	0.0	0.0	1	1	3	1	TA	6	TF	0	NaN	Detchd	1948.0	Unf	1.0	312.0	TA	TA	P	221	0	48	0	0	0	NaN	NaN	NaN	0	3	2010	WD	NoRMDal
88	1549	50	RMD	52.0	10442.580910	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrkSide	NoRMD	NoRMD	1Fam	1.5Fin	5	7	1936	1980	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	Fa	No	Rec	276.0	Unf	0.0	252.0	528.0	GasA	Gd	Y	SBrkr	548	492	0	1040	0.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Detchd	1979.0	Fin	2.0	624.0	TA	TA	P	306	0	32	0	0	0	NaN	NaN	NaN	0	5	2010	WD	NoRMDal
89	1550	50	RMD	52.0	13025.549310	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrkSide	NoRMD	NoRMD	1Fam	1.5Fin	5	5	1930	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	TA	No	LwQ	448.0	Unf	0.0	480.0	928.0	GasA	TA	Y	FuseF	928	608	0	1536	0.0	0.0	2	0	4	1	TA	7	TF	1	Gd	Detchd	1930.0	Unf	2.0	480.0	TA	TA	Y	0	10	0	0	0	0	NaN	MnPrv	NaN	0	3	2010	WD	NoRMDal
90	1551	30	RMD	51.0	7617.118750	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	Artery	NoRMD	1Fam	1Story	6	5	1923	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	Fa	Fa	No	ALQ	960.0	Unf	0.0	164.0	1124.0	GasA	TA	Y	SBrkr	1068	0	0	1068	1.0	0.0	1	0	2	1	TA	5	TF	1	Gd	Detchd	1923.0	Unf	1.0	288.0	TA	TA	Y	0	0	128	0	0	0	NaN	NaN	NaN	0	3	2010	WD	NoRMDal
91	1552	50	RMD	57.0	11028.353010	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	1.5Fin	4	5	1915	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Fa	CB	TA	TA	No	Unf	0.0	Unf	0.0	888.0	888.0	GasA	Ex	Y	SBrkr	888	1074	0	1962	0.0	0.0	1	1	4	1	TA	9	TF	1	TA	Detchd	1915.0	Unf	2.0	572.0	TA	TA	Y	160	0	364	0	0	0	NaN	GdPrv	NaN	0	6	2010	WD	NoRMDal
92	1553	70	RMD	60.0	12264.721630	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	2Story	6	8	1912	2009	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	Gd	Gd	PC	TA	TA	No	Unf	0.0	Unf	0.0	780.0	780.0	GasA	Ex	Y	SBrkr	780	780	0	1560	0.0	0.0	1	1	3	1	Gd	7	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	344	0	0	0	168	0	NaN	NaN	NaN	0	5	2010	WD	NoRMDal
93	1554	70	RMD	52.0	10735.647580	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	2Story	6	8	1920	1993	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	BT	TA	TA	No	Unf	0.0	Unf	0.0	662.0	662.0	GasA	Ex	Y	SBrkr	662	662	0	1324	0.0	1.0	1	0	3	1	TA	6	TF	0	NaN	Detchd	1920.0	Unf	1.0	180.0	TA	TA	Y	0	0	112	0	0	0	NaN	GdPrv	NaN	0	2	2010	WD	NoRMDal
94	1555	20	RLD	100.0	7794.893268	Paved	NaN	IR1	Lvl	AllPub	I	GS	ClearCr	Feedr	Norm	1Fam	1Story	5	5	1959	1959	Gable	SS	HdBoard	HdBoard	BrkFace	90.0	TA	TA	CB	Gd	TA	No	Rec	766.0	Unf	0.0	656.0	1422.0	GasA	Gd	Y	SBrkr	1675	0	0	1675	0.0	0.0	2	0	3	1	TA	8	TF	2	Gd	Attchd	1959.0	Unf	1.0	365.0	TA	TA	Y	0	132	0	0	0	0	NaN	NaN	NaN	0	5	2010	WD	Normal
95	1556	50	RLD	72.0	15255.550940	Paved	NaN	IR1	Lvl	AllPub	I	GS	ClearCr	Norm	Norm	1Fam	1.5Fin	5	3	1917	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	Gd	Fa	No	Unf	0.0	Unf	0.0	689.0	689.0	GasA	Gd	N	SBrkr	725	499	0	1224	0.0	0.0	1	1	3	1	NaN	6	Mod	0	NaN	Detchd	1917.0	Unf	1.0	180.0	Fa	Fa	N	0	0	248	0	0	0	NaN	NaN	NaN	0	1	2010	COD	Normal
96	1557	190	RLD	60.0	9993.056378	Paved	NaN	Reg	Lvl	AllPub	I	GS	SWISU	Norm	Norm	2fmCon	1.5Fin	5	4	1915	1950	Gable	SS	Wd Sdng	Wd Shng	None	0.0	Fa	Fa	BT	TA	TA	No	Rec	1026.0	Unf	0.0	186.0	1212.0	GasA	TA	N	SBrkr	1212	180	0	1392	1.0	0.0	1	0	3	1	TA	6	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	0	0	168	0	0	0	NaN	NaN	NaN	0	2	2010	ConLD	Normal
97	1558	50	RLD	65.0	5651.099454	Paved	NaN	IR1	Bnk	AllPub	I	MS	SWISU	Norm	Norm	1Fam	1.5Fin	6	5	1940	1950	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	Fa	TA	No	LwQ	368.0	Unf	0.0	232.0	600.0	GasA	Ex	N	SBrkr	600	319	0	919	0.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Detchd	1940.0	Unf	1.0	231.0	TA	TA	Y	0	0	45	0	0	0	NaN	MnPrv	NaN	0	3	2010	WD	Normal
98	1559	70	Commer	NaN	16027.684280	Paved	NaN	IR1	Lvl	AllPub	I	GS	SWISU	Norm	Norm	1Fam	2Story	4	1	1907	1950	Gambrel	SS	Wd Sdng	Stucco	None	0.0	TA	TA	CB	TA	TA	No	Rec	73.0	Unf	0.0	634.0	707.0	GasW	TA	N	SBrkr	942	942	0	1884	0.0	0.0	1	1	4	1	TA	7	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	0	0	239	0	0	0	NaN	NaN	NaN	0	3	2010	WD	Abnorml
99	1560	190	RHD	60.0	10091.030070	Paved	NaN	Reg	Lvl	AllPub	C	GS	SWISU	Artery	Norm	2fmCon	1.5Fin	5	7	1910	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	Gd	BT	TA	TA	Mn	LwQ	736.0	Unf	0.0	120.0	856.0	GasA	Gd	Y	SBrkr	936	744	0	1680	1.0	0.0	2	0	2	2	TA	7	TF	1	Gd	Detchd	1910.0	Unf	2.0	450.0	TA	Fa	P	56	144	0	0	0	0	NaN	NaN	NaN	0	6	2010	COD	Normal
100	1561	90	RLD	72.0	6250.246934	Paved	NaN	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	Duplex	1Story	4	3	1967	1967	Gable	TG	Plywood	Plywood	BrkFace	72.0	Fa	Fa	CB	TA	TA	No	ALQ	704.0	Unf	0.0	1128.0	1832.0	GasA	TA	N	SBrkr	1832	0	0	1832	2.0	0.0	2	0	4	2	TA	8	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	Y	0	58	0	0	0	0	NaN	NaN	NaN	0	5	2010	WD	Normal
101	1562	20	RLD	65.0	13418.234220	Paved	NaN	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	7	1966	2008	Hip	SS	HdBoard	HdBoard	BrkFace	47.0	TA	TA	CB	TA	TA	Mn	BLQ	240.0	Rec	474.0	150.0	864.0	GasA	Ex	Y	SBrkr	892	0	0	892	1.0	0.0	1	0	3	1	Gd	5	TF	0	NaN	Detchd	1966.0	Unf	1.0	416.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	6	2010	WD	Normal
102	1563	20	RLD	65.0	5080.181314	Paved	NaN	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	5	1968	1968	Hip	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	GLQ	775.0	Unf	0.0	89.0	864.0	GasA	Ex	Y	SBrkr	864	0	0	864	1.0	0.0	1	0	2	1	TA	4	TF	0	NaN	Detchd	1969.0	Unf	1.0	280.0	TA	TA	Y	226	0	0	0	0	0	NaN	NaN	NaN	0	5	2010	WD	Normal
103	1564	90	RLD	NaN	15714.352730	Paved	NaN	IR1	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	Duplex	SFoyer	5	5	1978	1978	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	Gd	TA	Av	GLQ	1319.0	Unf	0.0	0.0	1319.0	GasA	TA	Y	SBrkr	1373	0	0	1373	1.0	0.0	1	0	3	1	TA	5	TF	2	TA	Attchd	1978.0	Fin	2.0	591.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	5	2010	WD	Normal
104	1565	60	RLD	86.0	6086.688328	Paved	NaN	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	2Story	5	5	1968	1968	Gable	SS	HdBoard	HdBoard	None	0.0	TA	Gd	CB	TA	Gd	No	Rec	267.0	ALQ	453.0	0.0	720.0	GasA	Ex	Y	SBrkr	720	720	0	1440	0.0	0.0	1	1	4	1	TA	7	TF	2	TA	Attchd	1968.0	Unf	2.0	480.0	TA	TA	Y	192	38	0	0	0	0	NaN	MnPrv	NaN	0	3	2010	WD	Normal
105	1566	20	RLD	NaN	1418.090040	Paved	NaN	IR1	Low	AllPub	I	MS	ClearCr	Norm	Norm	1Fam	1Story	7	7	1977	2001	Hip	SS	Wd Sdng	Wd Sdng	None	0.0	Gd	Gd	CB	Gd	TA	Gd	ALQ	1092.0	Unf	0.0	328.0	1420.0	GasA	Gd	Y	SBrkr	1483	0	0	1483	1.0	0.0	1	1	1	1	TA	4	TF	2	TA	Attchd	1977.0	RFn	2.0	690.0	TA	TA	Y	496	0	0	0	0	0	NaN	NaN	NaN	0	4	2010	WD	Normal
106	1567	30	RLD	94.0	7345.240230	Paved	NaN	Reg	Lvl	AllPub	C	GS	Sawyer	Feedr	Norm	1Fam	1Story	4	4	1927	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	Fa	TA	No	Unf	0.0	Unf	0.0	660.0	660.0	GasA	TA	N	SBrkr	756	0	0	756	0.0	0.0	1	0	2	1	TA	4	TF	0	NaN	Detchd	1945.0	Unf	2.0	440.0	TA	TA	N	80	0	0	0	0	0	NaN	NaN	NaN	0	6	2010	WD	Normal
107	1568	60	RLD	NaN	8806.155894	Paved	NaN	IR1	Low	AllPub	CulDSac	MS	ClearCr	Norm	Norm	1Fam	2Story	6	5	1978	1992	Gable	SS	VinylSd	VinylSd	BrkFace	288.0	TA	TA	PC	Gd	TA	Av	ALQ	964.0	Unf	0.0	153.0	1117.0	GasA	Ex	Y	SBrkr	1117	864	0	1981	1.0	0.0	2	1	4	1	Gd	8	TF	1	TA	Attchd	1978.0	Fin	2.0	522.0	TA	TA	Y	336	104	0	0	0	0	NaN	NaN	NaN	0	5	2010	WD	Normal
108	1569	50	RLD	124.0	23706.311520	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1.5Fin	3	4	1938	1990	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	Mn	BLQ	288.0	LwQ	684.0	0.0	972.0	GasA	TA	Y	FuseA	1052	558	0	1610	0.0	1.0	2	0	4	1	Fa	8	TF	1	Gd	Attchd	1938.0	RFn	1.0	480.0	TA	TA	Y	0	0	60	0	0	0	NaN	NaN	Shed	450	6	2010	WD	Normal
109	1570	20	RLD	65.0	8946.474139	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	6	7	1950	1987	Gable	SS	Wd Sdng	Plywood	None	0.0	TA	TA	CB	TA	TA	No	GLQ	104.0	Rec	387.0	172.0	663.0	GasA	Ex	Y	SBrkr	1074	0	0	1074	1.0	0.0	1	0	3	1	Gd	6	TF	1	TA	Attchd	1987.0	Unf	1.0	467.0	TA	TA	Y	0	52	52	0	0	0	NaN	MnPrv	NaN	0	6	2010	WD	Normal
110	1571	50	RLD	50.0	5977.576265	Paved	NaN	Reg	Bnk	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1.5Fin	4	6	1947	1979	Gable	SS	WdShing	Wd Shng	None	0.0	TA	TA	CB	TA	Fa	No	LwQ	192.0	Unf	0.0	564.0	756.0	GasA	Ex	Y	SBrkr	1169	0	362	1531	0.0	0.0	1	0	3	1	TA	8	TF	1	TA	Detchd	1947.0	Unf	1.0	209.0	Fa	TA	Y	0	0	0	0	0	0	NaN	MnPrv	NaN	0	6	2010	WD	Normal
111	1572	20	RLD	75.0	1363.307202	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	5	7	1954	1998	Gable	SS	WdShing	Wd Shng	None	0.0	TA	TA	CB	TA	TA	Av	BLQ	954.0	Unf	0.0	218.0	1172.0	GasA	TA	Y	SBrkr	1172	0	0	1172	1.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Attchd	1954.0	Fin	1.0	366.0	TA	TA	Y	240	0	0	0	0	0	NaN	NaN	NaN	0	6	2010	WD	Normal
112	1573	20	RLD	44.0	3898.845646	Paved	NaN	IR2	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	7	5	2009	2010	Gable	SS	VinylSd	VinylSd	Stone	96.0	Gd	TA	PC	Gd	TA	Gd	GLQ	1346.0	Unf	0.0	162.0	1508.0	GasA	Ex	Y	SBrkr	1508	0	0	1508	1.0	0.0	1	0	1	1	Gd	5	TF	2	TA	Attchd	2009.0	RFn	2.0	572.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	1	2010	Con	Partial
113	1574	20	RLD	NaN	16052.851730	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	Edwards	Norm	Norm	1Fam	1Story	5	3	1964	1964	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	Fa	CB	TA	TA	Mn	Unf	0.0	Unf	0.0	1250.0	1250.0	GasA	Ex	Y	SBrkr	1298	0	0	1298	0.0	0.0	2	0	3	1	TA	5	TF	0	NaN	Detchd	1964.0	Unf	2.0	504.0	TA	Fa	N	0	144	0	0	0	0	NaN	NaN	NaN	0	6	2010	COD	Normal
114	1575	20	RLD	83.0	3268.579160	Paved	NaN	Reg	Low	AllPub	I	MS	SawyerW	Norm	Norm	1Fam	1Story	7	5	1987	1987	Gable	SS	Plywood	Plywood	BrkFace	177.0	Gd	TA	CB	Gd	TA	Gd	GLQ	1433.0	Unf	0.0	0.0	1433.0	GasA	Ex	Y	SBrkr	1433	0	0	1433	1.0	0.0	1	1	1	1	Gd	4	TF	2	TA	Attchd	1987.0	RFn	2.0	528.0	Gd	Gd	Y	0	278	0	0	266	0	NaN	MnPrv	NaN	0	6	2010	WD	Normal
115	1576	60	RLD	87.0	9259.783612	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	SawyerW	Norm	Norm	1Fam	2Story	6	7	1993	1993	Gable	SS	VinylSd	VinylSd	BrkFace	85.0	Gd	Gd	PC	Gd	TA	No	GLQ	860.0	Unf	0.0	86.0	946.0	GasA	Ex	Y	SBrkr	964	838	0	1802	0.0	1.0	2	1	3	1	Gd	8	TF	1	Gd	2TFes	2000.0	RFn	4.0	1017.0	TA	TA	Y	450	92	0	0	0	0	NaN	NaN	NaN	0	5	2010	WD	Normal
116	1577	20	RLD	64.0	5497.867299	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2010	2010	Gable	SS	VinylSd	VinylSd	Stone	80.0	Gd	TA	PC	Gd	TA	No	GLQ	24.0	Unf	0.0	1198.0	1222.0	GasA	Ex	Y	SBrkr	1222	0	0	1222	0.0	0.0	2	0	2	1	Gd	6	TF	0	NaN	Attchd	2009.0	RFn	2.0	615.0	TA	TA	Y	0	54	0	0	0	0	NaN	NaN	NaN	0	3	2010	WD	Normal
117	1578	50	RLD	82.0	13132.292930	Paved	NaN	IR1	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	1.5Fin	6	8	1900	1993	Gable	SS	Wd Sdng	Plywood	None	0.0	TA	TA	PC	Fa	Gd	No	Unf	0.0	Unf	0.0	676.0	676.0	GasA	TA	Y	SBrkr	831	614	0	1445	0.0	0.0	2	0	3	1	TA	6	TF	0	NaN	Detchd	1957.0	Unf	2.0	484.0	TA	TA	N	0	59	0	0	0	0	NaN	NaN	NaN	0	3	2010	WD	Normal
118	1579	85	RLD	82.0	9462.860929	Paved	NaN	Reg	Lvl	AllPub	C	GS	CollgCr	Norm	Norm	1Fam	SFoyer	5	5	1996	1996	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	PC	Gd	Fa	Av	GLQ	870.0	Unf	0.0	0.0	870.0	GasA	Gd	Y	SBrkr	965	0	0	965	1.0	0.0	1	0	2	1	TA	4	TF	0	NaN	Attchd	1998.0	Unf	2.0	580.0	Gd	TA	Y	71	0	0	0	0	0	NaN	GdPrv	NaN	0	7	2010	WD	Normal
119	1580	60	RLD	NaN	16268.149050	Paved	NaN	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	1997	1998	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	ALQ	353.0	Unf	0.0	525.0	878.0	GasA	Ex	Y	SBrkr	892	800	0	1692	0.0	0.0	2	1	3	1	TA	8	TF	1	TA	Attchd	1997.0	RFn	2.0	513.0	TA	TA	Y	0	39	0	0	0	0	NaN	NaN	NaN	0	4	2010	WD	Normal
120	1581	20	RLD	38.0	15092.207410	Paved	NaN	IR1	Lvl	AllPub	FR2P	GS	CollgCr	Norm	Norm	1Fam	1Story	5	8	1977	2004	Gable	SS	CemntBd	CmentBd	None	0.0	Gd	Gd	CB	Gd	TA	No	GLQ	198.0	Rec	688.0	140.0	1026.0	GasA	Ex	Y	SBrkr	1026	0	0	1026	1.0	0.0	1	1	3	1	TA	5	TF	0	NaN	Attchd	1977.0	Unf	1.0	308.0	TA	TA	Y	316	85	0	0	0	0	NaN	MnPrv	NaN	0	6	2010	WD	Normal
121	1582	20	RLD	68.0	16314.494750	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	5	6	1972	1972	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	Av	ALQ	480.0	Unf	0.0	396.0	876.0	GasA	TA	Y	SBrkr	876	0	0	876	1.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Detchd	1977.0	Unf	2.0	484.0	TA	TA	Y	0	0	0	0	0	0	NaN	MnPrv	NaN	0	6	2010	WD	Normal
122	1583	20	RLD	80.0	9263.472248	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	8	5	2003	2003	Hip	SS	CemntBd	CmentBd	BrkFace	320.0	Gd	TA	PC	Gd	TA	No	GLQ	1682.0	Unf	0.0	296.0	1978.0	GasA	Ex	Y	SBrkr	1978	0	0	1978	1.0	0.0	2	1	3	1	Gd	8	TF	1	Gd	Attchd	2003.0	RFn	3.0	850.0	TA	TA	Y	188	25	0	0	0	0	NaN	NaN	NaN	0	5	2010	WD	Normal
123	1584	60	RLD	75.0	15561.430540	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	1997	1997	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1040.0	1040.0	GasA	Ex	Y	SBrkr	1044	1054	0	2098	0.0	0.0	2	1	4	1	Gd	9	TF	1	TA	Attchd	1997.0	Fin	2.0	621.0	TA	TA	Y	331	38	0	0	0	0	NaN	NaN	NaN	0	4	2010	WD	Normal
124	1585	120	RMD	NaN	13396.700670	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	NoRMD	NoRMD	TwnhsE	1Story	6	5	2003	2003	Gable	SS	VinylSd	VinylSd	BrkFace	170.0	Gd	TA	PC	Gd	TA	Av	GLQ	672.0	Unf	0.0	176.0	848.0	GasA	Ex	Y	SBrkr	848	0	0	848	1.0	0.0	1	0	1	1	Gd	4	TF	0	NaN	Attchd	2003.0	Fin	2.0	420.0	TA	TA	Y	140	0	0	0	0	0	NaN	NaN	NaN	0	4	2010	WD	NoRMDal
125	1586	30	RLD	67.0	14557.917370	Paved	NaN	Reg	Lvl	AllPub	I	MS	Edwards	Feedr	Norm	1Fam	1Story	3	6	1945	2007	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	CB	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	TA	N	SBrkr	640	0	0	640	0.0	0.0	1	0	2	1	TA	5	MD1	0	NaN	Detchd	1945.0	Unf	1.0	240.0	TA	TA	N	0	0	0	0	0	0	NaN	NaN	NaN	0	4	2010	ConLD	Normal
126	1587	20	RLD	68.0	9557.080843	Paved	NaN	Reg	Lvl	AllPub	C	GS	Edwards	Norm	Norm	1Fam	1Story	5	6	1954	1954	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	CB	Fa	TA	No	Unf	0.0	Unf	0.0	381.0	381.0	GasA	Ex	Y	SBrkr	992	0	0	992	0.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Detchd	1954.0	Unf	1.0	319.0	TA	TA	Y	60	0	56	0	0	0	NaN	MnPrv	NaN	0	1	2010	Oth	Abnorml
127	1588	20	RLD	60.0	12456.345570	Paved	NaN	IR1	Low	AllPub	CulDSac	GS	Edwards	Norm	Norm	1Fam	1Story	5	6	1968	1968	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	Gd	TA	Gd	ALQ	1070.0	Unf	0.0	126.0	1196.0	GasA	TA	Y	SBrkr	1196	0	0	1196	1.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Attchd	1968.0	RFn	1.0	336.0	TA	TA	Y	257	0	168	0	0	0	NaN	MnPrv	NaN	0	6	2010	WD	Normal
128	1589	50	RLD	89.0	6295.983265	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1.5Fin	4	5	1948	1950	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	744.0	744.0	GasA	Ex	N	FuseF	792	328	0	1120	0.0	0.0	1	0	2	1	Fa	5	TF	0	NaN	Detchd	1956.0	Unf	2.0	480.0	TA	Fa	P	0	0	0	0	160	0	NaN	NaN	NaN	0	6	2010	WD	Abnorml
129	1590	80	RLD	65.0	5614.887164	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	SLvl	6	6	1975	1975	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	TA	TA	Av	ALQ	528.0	Unf	0.0	480.0	1008.0	GasA	TA	Y	SBrkr	1096	0	0	1096	1.0	0.0	1	0	3	1	TA	5	TF	1	Fa	Detchd	1975.0	Unf	1.0	352.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	6	2010	WD	Normal
130	1591	20	RLD	64.0	5714.767454	Paved	NaN	Reg	HLS	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	4	5	1958	1958	Hip	SS	WdShing	Wd Shng	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	960.0	960.0	GasA	Ex	Y	SBrkr	960	0	0	960	0.0	0.0	1	0	3	1	TA	5	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	Y	0	0	0	0	0	0	NaN	MnPrv	NaN	0	5	2010	WD	Normal
131	1592	30	RLD	67.0	21918.527540	Paved	NaN	Reg	Bnk	AllPub	I	GS	SWISU	Artery	Norm	1Fam	1Story	5	6	1924	1999	Gable	SS	MetalSd	VinylSd	BrkFace	203.0	TA	TA	BT	TA	TA	Mn	Rec	133.0	Unf	0.0	974.0	1107.0	GasA	Fa	N	FuseA	1296	0	0	1296	0.0	0.0	2	0	2	1	Fa	5	TF	1	Gd	Detchd	1979.0	Unf	1.0	260.0	TA	TA	Y	0	0	36	0	0	0	NaN	MnPrv	NaN	0	5	2010	WD	Normal
132	1593	30	RLD	NaN	12031.958250	Paved	NaN	Reg	Lvl	AllPub	C	GS	SWISU	Norm	Norm	1Fam	1Story	6	6	1939	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	Rec	238.0	Unf	0.0	618.0	856.0	GasA	TA	Y	SBrkr	856	0	0	856	1.0	0.0	1	0	2	1	TA	4	TF	1	Gd	Detchd	1939.0	Unf	2.0	399.0	TA	TA	Y	0	0	0	0	166	0	NaN	NaN	NaN	0	3	2010	WD	Normal
133	1594	90	RHD	60.0	4169.314572	Paved	Paved	Reg	Lvl	AllPub	I	GS	SWISU	Norm	Norm	Duplex	2Story	4	6	1967	1967	Flat	TG	Plywood	CBlock	None	0.0	TA	TA	SL	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	TA	Y	SBrkr	862	1788	0	2650	0.0	0.0	3	0	6	2	TA	10	MD2	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	Y	0	0	0	0	0	0	NaN	NaN	Shed	500	2	2010	WD	Normal
134	1595	50	RLD	51.0	-1614.501910	Paved	NaN	Reg	Lvl	AllPub	I	GS	SWISU	Feedr	Norm	1Fam	1.5Fin	5	2	1931	1950	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	TA	Fa	No	Unf	0.0	Unf	0.0	894.0	894.0	GasA	Ex	Y	SBrkr	894	772	0	1666	1.0	0.0	1	0	3	1	TA	7	TF	1	Gd	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	0	156	0	0	0	0	NaN	NaN	NaN	0	5	2010	WD	Normal
135	1596	50	RLD	78.0	2817.174488	Paved	NaN	IR1	Lvl	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	1.5Fin	7	6	1941	1985	Gable	SS	Wd Sdng	Wd Sdng	BrkFace	371.0	Gd	Gd	BT	Gd	TA	No	ALQ	426.0	BLQ	252.0	850.0	1528.0	GasA	Ex	Y	SBrkr	1225	908	0	2133	1.0	0.0	1	1	4	1	TA	8	TF	2	TA	Attchd	1941.0	Unf	1.0	312.0	TA	TA	Y	0	0	86	0	0	0	NaN	NaN	NaN	0	7	2010	WD	Normal
136	1597	90	RLD	78.0	9249.933274	Paved	NaN	Reg	Lvl	AllPub	I	GS	Crawfor	Norm	Norm	Duplex	2Story	5	6	1950	1991	Gable	SS	VinylSd	VinylSd	BrkFace	430.0	TA	Gd	CB	TA	TA	No	ALQ	375.0	Unf	0.0	657.0	1032.0	GasA	Ex	Y	SBrkr	1102	1075	0	2177	0.0	0.0	2	1	5	2	TA	11	TF	0	NaN	Detchd	1950.0	Unf	2.0	484.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	3	2010	WD	Normal
137	1598	80	RLD	85.0	8468.466837	Paved	NaN	IR1	Lvl	AllPub	FR2P	GS	Crawfor	Norm	Norm	1Fam	SLvl	7	6	1994	2007	Gable	SS	VinylSd	VinylSd	BrkFace	44.0	TA	TA	PC	Gd	TA	No	GLQ	343.0	Unf	0.0	80.0	423.0	GasA	Ex	Y	SBrkr	896	756	0	1652	1.0	0.0	2	1	3	1	Gd	6	TF	0	NaN	BuiltIn	1994.0	RFn	2.0	473.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	6	2010	WD	Normal
138	1599	120	RMD	35.0	7425.248878	Paved	NaN	IR1	HLS	AllPub	I	MS	Blueste	NoRMD	NoRMD	TwnhsE	1Story	8	6	1989	1989	Gable	SS	HdBoard	HdBoard	None	0.0	Gd	TA	CB	Gd	TA	Gd	GLQ	747.0	Unf	0.0	235.0	982.0	GasA	Gd	Y	SBrkr	1034	0	0	1034	1.0	0.0	1	0	1	1	Gd	4	TF	1	TA	Attchd	1989.0	Fin	2.0	598.0	TA	TA	Y	141	36	0	0	0	0	NaN	NaN	NaN	0	4	2010	WD	NoRMDal
139	1600	120	RMD	35.0	14449.781070	Paved	NaN	IR1	HLS	AllPub	I	MS	Blueste	NoRMD	NoRMD	TwnhsE	1Story	8	5	1989	1989	Gable	SS	HdBoard	HdBoard	None	0.0	Gd	TA	CB	Gd	TA	Av	GLQ	76.0	Unf	0.0	1115.0	1191.0	GasA	Gd	Y	SBrkr	1191	0	0	1191	0.0	0.0	2	0	2	1	Gd	5	TF	1	TA	Attchd	1989.0	Unf	2.0	531.0	TA	TA	Y	112	81	0	0	0	0	NaN	NaN	NaN	0	3	2010	WD	NoRMDal
140	1601	30	RMD	58.0	17303.678680	Paved	NaN	Reg	Lvl	AllPub	I	GS	IDOTRR	NoRMD	NoRMD	1Fam	1Story	2	5	1941	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	BLQ	480.0	Unf	0.0	0.0	480.0	GasA	TA	Y	SBrkr	540	0	0	540	0.0	0.0	1	0	1	1	TA	4	TF	0	NaN	Detchd	1951.0	Unf	1.0	200.0	Fa	Fa	N	0	0	0	0	0	0	NaN	NaN	NaN	0	4	2010	ConLw	NoRMDal
141	1602	50	RMD	50.0	11410.015350	Paved	NaN	Reg	HLS	AllPub	I	GS	IDOTRR	NoRMD	NoRMD	1Fam	1.5Fin	6	5	1921	1975	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	Mn	BLQ	308.0	Unf	0.0	321.0	629.0	GasA	Fa	Y	SBrkr	727	380	0	1107	0.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Detchd	1950.0	Unf	1.0	625.0	TA	TA	Y	0	56	0	0	200	0	NaN	MnPrv	NaN	0	4	2010	COD	NoRMDal
142	1603	30	Commer	66.0	13348.014420	Gravel	NaN	Reg	Lvl	AllPub	C	GS	IDOTRR	Norm	Norm	1Fam	1Story	4	7	1896	1950	Hip	SS	Wd Sdng	Wd Sdng	None	0.0	Fa	Fa	CB	TA	TA	No	Unf	0.0	Unf	0.0	756.0	756.0	GasA	Gd	Y	SBrkr	952	0	0	952	0.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Detchd	1896.0	RFn	1.0	330.0	TA	TA	N	0	0	265	0	0	0	NaN	NaN	NaN	0	6	2010	WD	Alloca
143	1604	120	RMD	44.0	6349.092503	Paved	NaN	IR1	HLS	AllPub	C	MS	Crawfor	Artery	NoRMD	TwnhsE	1Story	8	5	2004	2005	Hip	SS	CemntBd	CmentBd	Stone	186.0	Gd	TA	PC	Ex	TA	Gd	GLQ	1373.0	Unf	0.0	221.0	1594.0	GasA	Ex	Y	SBrkr	1646	0	0	1646	1.0	1.0	2	0	2	1	Gd	5	TF	1	Gd	Attchd	2004.0	Fin	2.0	525.0	TA	TA	Y	128	53	0	0	155	0	NaN	NaN	NaN	0	5	2010	WD	NoRMDal
144	1605	60	RLD	85.0	10503.291130	Paved	NaN	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	2Story	8	5	1998	1999	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	615.0	Unf	0.0	434.0	1049.0	GasA	Ex	Y	SBrkr	1036	880	0	1916	1.0	0.0	2	1	3	1	Gd	8	TF	1	TA	Attchd	1998.0	Unf	3.0	741.0	TA	TA	Y	0	70	0	0	0	0	NaN	NaN	NaN	0	5	2010	WD	Normal
145	1606	80	RLD	74.0	2815.531263	Paved	NaN	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	SLvl	6	7	1977	1977	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	TA	TA	No	ALQ	679.0	Unf	0.0	564.0	1243.0	GasA	TA	Y	SBrkr	1285	0	0	1285	0.0	1.0	2	0	3	1	Gd	6	TF	1	Fa	Attchd	1977.0	Unf	2.0	473.0	TA	TA	Y	375	26	0	0	0	0	NaN	GdPrv	Shed	80	5	2010	WD	Normal
146	1607	90	RLD	NaN	87.907233	Paved	NaN	IR1	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	Duplex	1Story	6	5	1976	1976	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	1958.0	1958.0	GasA	TA	Y	SBrkr	2048	0	0	2048	0.0	0.0	3	0	5	2	TA	9	TF	0	NaN	2TFes	1976.0	Unf	2.0	776.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	3	2010	ConLD	Normal
147	1608	20	RLD	88.0	12399.273640	Paved	NaN	IR1	Lvl	AllPub	C	GS	Timber	Norm	Norm	1Fam	1Story	7	5	2008	2008	Gable	SS	VinylSd	VinylSd	Stone	60.0	Gd	TA	PC	Gd	TA	No	GLQ	78.0	Unf	0.0	1258.0	1336.0	GasA	Ex	Y	SBrkr	1346	0	0	1346	1.0	0.0	2	0	3	1	Gd	6	TF	1	TA	Attchd	2008.0	Fin	3.0	660.0	TA	TA	Y	100	48	0	0	0	0	NaN	NaN	NaN	0	5	2010	WD	Normal
148	1609	20	RLD	73.0	14732.530250	Paved	NaN	Reg	Lvl	AllPub	I	GS	Timber	Norm	Norm	1Fam	1Story	7	5	2009	2010	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1214.0	1214.0	GasA	Ex	Y	SBrkr	1214	0	0	1214	0.0	0.0	2	0	2	1	Gd	6	TF	0	NaN	Attchd	2010.0	RFn	2.0	520.0	TA	TA	Y	0	25	0	0	0	0	NaN	NaN	NaN	0	1	2010	New	Partial
149	1610	60	RLD	73.0	9938.926667	Paved	NaN	Reg	Lvl	AllPub	I	GS	Timber	Norm	Norm	1Fam	2Story	5	5	2006	2007	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	384.0	384.0	GasA	Gd	Y	SBrkr	744	700	0	1444	0.0	0.0	2	1	3	1	TA	7	TF	0	NaN	BuiltIn	2007.0	Fin	2.0	400.0	TA	TA	Y	100	0	0	0	0	0	NaN	NaN	NaN	0	4	2010	WD	Normal
150	1611	20	RLD	85.0	14336.440890	Paved	NaN	Reg	Bnk	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	1Story	5	5	1965	1977	Hip	SS	Plywood	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	Rec	42.0	Unf	0.0	1026.0	1068.0	GasA	TA	Y	SBrkr	1264	0	0	1264	1.0	0.0	1	0	2	1	TA	7	TF	1	TA	Attchd	1965.0	Unf	2.0	528.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	6	2010	WD	Normal
151	1612	20	RLD	93.0	9043.038692	Paved	NaN	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	1Story	5	5	2004	2005	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Ex	TA	Av	Unf	0.0	Unf	0.0	1430.0	1430.0	GasA	Ex	Y	SBrkr	1430	0	0	1430	0.0	0.0	2	0	3	1	Gd	7	TF	0	NaN	Attchd	2004.0	RFn	2.0	624.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	3	2010	WD	Normal
152	1613	20	RLD	NaN	10669.571270	Paved	NaN	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	1Story	5	5	1999	1999	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1344.0	1344.0	GasA	Ex	Y	SBrkr	1344	0	0	1344	0.0	0.0	2	0	3	1	TA	7	TF	1	Gd	Attchd	2001.0	Unf	2.0	686.0	TA	TA	Y	328	0	0	0	0	0	NaN	NaN	NaN	0	6	2010	WD	Normal
153	1614	120	RMD	31.0	14145.853140	Paved	NaN	Reg	Low	AllPub	I	MS	MeadowV	NoRMD	NoRMD	Twnhs	1Story	5	6	1973	1973	Gable	SS	CemntBd	CmentBd	None	0.0	TA	TA	CB	Gd	TA	Gd	GLQ	915.0	Unf	0.0	30.0	945.0	GasA	Ex	Y	SBrkr	945	0	0	945	1.0	1.0	1	0	2	1	TA	5	TF	1	Po	Attchd	1973.0	RFn	1.0	253.0	TA	TA	Y	174	0	56	0	108	0	NaN	NaN	NaN	0	5	2010	WD	NoRMDal
154	1615	160	RMD	21.0	2922.511483	Paved	NaN	Reg	Lvl	AllPub	I	GS	MeadowV	NoRMD	NoRMD	Twnhs	2Story	4	7	1970	1970	Gable	SS	CemntBd	CmentBd	None	0.0	TA	TA	CB	TA	TA	No	GLQ	176.0	Unf	0.0	370.0	546.0	GasA	Ex	Y	SBrkr	546	546	0	1092	0.0	0.0	1	1	3	1	TA	5	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	Y	200	26	0	0	0	0	NaN	NaN	NaN	0	3	2010	WD	NoRMDal
155	1616	160	RMD	21.0	11009.847110	Paved	NaN	Reg	Lvl	AllPub	I	GS	MeadowV	NoRMD	NoRMD	TwnhsE	2Story	4	4	1970	1970	Gable	SS	CemntBd	CmentBd	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	546.0	546.0	GasA	Ex	Y	SBrkr	546	546	0	1092	0.0	0.0	1	1	3	1	TA	5	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	6	2010	WD	NoRMDal
156	1617	160	RMD	21.0	11026.244300	Paved	NaN	Reg	Lvl	AllPub	I	GS	MeadowV	NoRMD	NoRMD	TwnhsE	2Story	4	6	1972	1972	Gable	SS	CemntBd	CmentBd	None	0.0	TA	TA	CB	TA	TA	No	Rec	294.0	Unf	0.0	252.0	546.0	GasA	TA	Y	SBrkr	546	546	0	1092	0.0	0.0	1	1	3	1	TA	5	TF	0	NaN	Attchd	1972.0	Unf	1.0	286.0	TA	TA	Y	0	0	64	0	0	0	NaN	NaN	NaN	0	6	2010	WD	NoRMDal
157	1618	20	RLD	50.0	5753.857221	Paved	NaN	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	1Story	5	7	1971	2004	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	CB	TA	TA	No	ALQ	469.0	Unf	0.0	395.0	864.0	GasA	Ex	Y	SBrkr	874	0	0	874	0.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Detchd	1971.0	Unf	1.0	352.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	6	2010	ConLD	Normal
158	1619	20	RLD	76.0	15099.239660	Paved	NaN	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	1Story	5	7	1984	1984	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	Gd	TA	Mn	Rec	207.0	GLQ	590.0	36.0	833.0	GasA	TA	Y	SBrkr	833	0	0	833	1.0	0.0	1	0	2	1	Gd	5	TF	0	NaN	Attchd	1984.0	Unf	2.0	495.0	TA	TA	Y	431	0	0	0	0	0	NaN	MnPrv	NaN	0	4	2010	WD	Normal
159	1620	90	RLD	70.0	12863.346220	Paved	NaN	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	Duplex	2Story	5	2	1985	1986	Gable	SS	HdBoard	HdBoard	None	0.0	TA	Po	PC	TA	TA	No	Unf	0.0	Unf	0.0	1216.0	1216.0	GasA	Gd	Y	SBrkr	1216	1216	0	2432	0.0	0.0	4	2	4	2	TA	10	TF	0	NaN	Attchd	1985.0	Unf	2.0	616.0	TA	Fa	Y	200	0	0	0	0	0	NaN	NaN	Shed	600	2	2010	WD	Normal
160	1621	60	RLD	63.0	9499.474278	Paved	NaN	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	2Story	5	5	1991	1991	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	PC	Gd	TA	No	Rec	458.0	Unf	0.0	166.0	624.0	GasA	Gd	Y	SBrkr	624	650	0	1274	0.0	0.0	1	1	3	1	TA	6	TF	0	NaN	Detchd	1993.0	Unf	2.0	576.0	TA	TA	Y	22	0	0	0	0	0	NaN	GdWo	NaN	0	3	2010	WD	Normal
161	1622	50	RLD	68.0	14339.567600	Paved	NaN	IR1	Lvl	AllPub	I	MS	Mitchel	Norm	Norm	1Fam	1.5Fin	5	5	1969	1969	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	Av	BLQ	476.0	Unf	0.0	388.0	864.0	GasA	TA	Y	SBrkr	864	615	0	1479	0.0	0.0	2	0	5	1	TA	8	TF	0	NaN	Attchd	1969.0	Fin	1.0	275.0	TA	TA	Y	287	0	280	0	0	0	NaN	NaN	NaN	0	4	2010	WD	Normal
162	1623	20	RLD	76.0	1137.368939	Paved	NaN	Reg	Lvl	AllPub	I	MS	Mitchel	Norm	Norm	1Fam	1Story	8	5	1994	1995	Hip	SS	VinylSd	VinylSd	None	0.0	Gd	Gd	PC	Gd	Gd	Gd	GLQ	1341.0	LwQ	284.0	54.0	1679.0	GasA	Ex	Y	SBrkr	1803	0	0	1803	1.0	1.0	2	1	3	1	Gd	6	TF	2	TA	Attchd	1994.0	Unf	2.0	482.0	TA	TA	Y	129	64	222	0	0	0	NaN	GdWo	NaN	0	2	2010	WD	Normal
163	1624	60	RLD	74.0	343.851711	Paved	NaN	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	2Story	6	5	1993	1994	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	Gd	PC	Gd	TA	Mn	GLQ	944.0	Unf	0.0	208.0	1152.0	GasA	Ex	Y	SBrkr	1152	645	0	1797	1.0	0.0	2	1	3	1	Gd	7	TF	1	Fa	Attchd	1993.0	Fin	2.0	616.0	TA	TA	Y	162	312	0	0	0	0	NaN	NaN	NaN	0	3	2010	WD	Normal
164	1625	20	RLD	74.0	4728.681244	Paved	NaN	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	5	1956	1956	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	Fa	Fa	No	Rec	564.0	Unf	0.0	318.0	882.0	GasA	TA	Y	SBrkr	882	0	0	882	0.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Attchd	1956.0	Unf	1.0	502.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	10	2009	WD	Normal
165	1626	20	RLD	85.0	18044.792360	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	5	1974	1974	Hip	SS	Plywood	Plywood	BrkFace	440.0	TA	TA	CB	TA	TA	No	LwQ	844.0	Unf	0.0	590.0	1434.0	GasA	TA	Y	SBrkr	1434	0	0	1434	1.0	0.0	2	0	4	1	TA	7	TF	1	Gd	Attchd	1974.0	RFn	2.0	528.0	TA	TA	Y	80	21	0	0	0	0	NaN	NaN	NaN	0	6	2009	WD	Normal
166	1627	60	RLD	88.0	11692.424550	Paved	NaN	IR1	Lvl	AllPub	C	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	1997	1997	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	ALQ	847.0	Unf	0.0	98.0	945.0	GasA	Ex	Y	SBrkr	945	663	0	1608	0.0	0.0	2	1	3	1	TA	7	TF	1	TA	Attchd	1997.0	Fin	2.0	470.0	TA	TA	Y	252	30	0	0	0	0	NaN	NaN	NaN	0	7	2009	WD	Normal
167	1628	60	RLD	NaN	6681.505230	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	8	5	2003	2003	Gable	SS	VinylSd	VinylSd	BrkFace	188.0	Gd	TA	PC	Gd	TA	Gd	GLQ	850.0	Unf	0.0	158.0	1008.0	GasA	Ex	Y	SBrkr	1008	1275	0	2283	0.0	0.0	2	1	4	1	Gd	9	TF	1	Gd	BuiltIn	2003.0	Fin	3.0	632.0	TA	TA	Y	120	46	0	0	0	0	NaN	NaN	NaN	0	8	2009	WD	Normal
168	1629	80	RLD	60.0	9676.099384	Paved	NaN	Reg	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	SLvl	7	5	1996	1997	Gable	SS	HdBoard	HdBoard	BrkFace	32.0	TA	TA	PC	Gd	TA	No	GLQ	284.0	Unf	0.0	100.0	384.0	GasA	Gd	Y	SBrkr	958	670	0	1628	0.0	0.0	2	1	3	1	TA	7	TF	1	TA	BuiltIn	1996.0	Fin	2.0	390.0	TA	TA	Y	48	72	0	0	0	0	NaN	NaN	Shed	490	6	2009	WD	Normal
169	1630	120	RLD	28.0	7907.854447	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	StoneBr	Norm	Norm	TwnhsE	1Story	8	5	2004	2005	Gable	SS	CemntBd	CmentBd	None	0.0	Gd	TA	PC	Ex	TA	Av	GLQ	1965.0	Unf	0.0	243.0	2208.0	GasA	Ex	Y	SBrkr	2522	0	0	2522	1.0	0.0	2	0	1	1	Gd	8	TF	1	Gd	Attchd	2004.0	Fin	2.0	564.0	TA	TA	Y	182	57	0	0	0	0	NaN	NaN	NaN	0	11	2009	WD	Normal
170	1631	120	RLD	61.0	6452.385986	Paved	NaN	IR1	Lvl	AllPub	C	GS	StoneBr	Norm	Norm	1Fam	1Story	8	5	1998	1998	Gable	SS	CemntBd	CmentBd	None	0.0	TA	TA	PC	Gd	TA	Av	GLQ	341.0	Unf	0.0	1077.0	1418.0	GasA	Ex	Y	SBrkr	1478	0	0	1478	1.0	0.0	2	0	2	1	TA	5	TF	0	NaN	Attchd	1998.0	Fin	2.0	495.0	TA	TA	Y	168	43	0	0	0	0	NaN	NaN	NaN	0	7	2009	WD	Normal
171	1632	120	RLD	57.0	14384.025410	Paved	NaN	IR1	Lvl	AllPub	C	GS	StoneBr	Norm	Norm	TwnhsE	1Story	8	5	1995	1996	Gable	SS	CemntBd	CmentBd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	741.0	Unf	0.0	846.0	1587.0	GasA	Ex	Y	SBrkr	1734	0	0	1734	1.0	0.0	2	0	2	1	Gd	6	TF	0	NaN	Attchd	1995.0	RFn	2.0	528.0	TA	TA	Y	52	50	0	0	0	0	NaN	NaN	NaN	0	9	2009	WD	Normal
172	1633	80	RLD	57.0	12864.677310	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	SLvl	7	5	1998	1998	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	189.0	Unf	0.0	195.0	384.0	GasA	Gd	Y	SBrkr	751	631	0	1382	0.0	0.0	2	1	3	1	TA	7	TF	1	TA	BuiltIn	1998.0	Fin	2.0	396.0	TA	TA	Y	256	0	0	0	0	0	NaN	NaN	NaN	0	2	2009	WD	Normal
173	1634	60	RLD	60.0	12529.840390	Paved	NaN	Reg	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	1998	1999	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	476.0	Unf	0.0	476.0	952.0	GasA	Gd	Y	SBrkr	952	684	0	1636	1.0	0.0	2	1	3	1	TA	7	TF	1	TA	Attchd	1998.0	Fin	2.0	440.0	TA	TA	Y	0	84	0	0	0	0	NaN	NaN	NaN	0	10	2009	WD	Normal
174	1635	60	RLD	NaN	4982.408676	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	1994	1995	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	PC	Gd	TA	No	GLQ	600.0	Unf	0.0	107.0	707.0	GasA	Gd	Y	SBrkr	707	809	0	1516	1.0	0.0	2	1	3	1	Gd	7	TF	1	TA	Attchd	1994.0	Fin	2.0	409.0	TA	TA	Y	0	46	0	0	0	0	NaN	NaN	NaN	0	7	2009	WD	Normal
175	1636	20	RLD	58.0	7887.763096	Paved	NaN	Reg	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	1Story	6	5	1993	1993	Gable	SS	HdBoard	HdBoard	BrkFace	45.0	TA	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1181.0	1181.0	GasA	Ex	Y	SBrkr	1190	0	0	1190	0.0	0.0	2	0	3	1	Gd	6	TF	1	TA	Attchd	1993.0	Unf	2.0	430.0	TA	TA	Y	0	21	0	0	0	0	NaN	NaN	NaN	0	11	2009	WD	Normal
176	1637	60	RLD	85.0	9430.739921	Paved	NaN	Reg	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	5	6	1977	1977	Gable	SS	HdBoard	Wd Sdng	BrkFace	157.0	TA	TA	PC	Gd	TA	No	ALQ	400.0	Unf	0.0	722.0	1122.0	GasA	Ex	Y	SBrkr	946	988	0	1934	1.0	0.0	2	1	3	1	TA	6	TF	1	TA	Attchd	1977.0	Unf	2.0	567.0	TA	TA	P	0	176	0	0	200	0	NaN	NaN	NaN	0	7	2009	WD	Normal
177	1638	60	RLD	NaN	10318.042150	Paved	NaN	IR1	Lvl	AllPub	I	GS	NWAmes	RRNn	Norm	1Fam	2Story	7	6	1978	1978	Gable	SS	HdBoard	HdBoard	BrkFace	256.0	TA	TA	CB	Gd	TA	No	Unf	0.0	Unf	0.0	832.0	832.0	GasA	TA	Y	SBrkr	1154	896	0	2050	0.0	0.0	2	1	4	1	Gd	8	TF	1	TA	Attchd	1978.0	RFn	2.0	529.0	TA	TA	Y	192	192	0	0	0	0	NaN	NaN	NaN	0	5	2009	WD	Abnorml
178	1639	20	RLD	80.0	20172.662970	Paved	NaN	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	1Story	6	6	1978	1986	Gable	SS	VinylSd	VinylSd	BrkFace	101.0	TA	TA	PC	TA	TA	No	LwQ	363.0	Unf	0.0	1064.0	1427.0	GasA	TA	Y	SBrkr	1671	0	0	1671	0.0	0.0	2	0	3	1	TA	7	TF	1	TA	Attchd	1978.0	RFn	2.0	484.0	TA	TA	Y	252	55	0	0	0	0	NaN	NaN	NaN	0	8	2009	WD	Normal
179	1640	60	RLD	NaN	10975.157330	Paved	NaN	IR1	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	2Story	7	7	1980	1991	Gable	SS	Plywood	Plywood	BrkFace	229.0	TA	TA	CB	Gd	TA	No	ALQ	602.0	Unf	0.0	441.0	1043.0	GasA	TA	Y	SBrkr	1539	1134	0	2673	0.0	0.0	2	1	4	1	Gd	9	TF	1	TA	BuiltIn	1980.0	RFn	2.0	441.0	TA	TA	Y	178	84	0	0	0	0	NaN	NaN	NaN	0	8	2009	WD	Normal
180	1641	20	RLD	80.0	-1292.741277	Paved	NaN	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	1Story	6	5	1978	1998	Gable	SS	HdBoard	HdBoard	BrkFace	144.0	TA	TA	PC	TA	TA	No	ALQ	832.0	Unf	0.0	308.0	1140.0	GasA	Gd	Y	SBrkr	1707	0	0	1707	0.0	0.0	2	0	3	1	TA	7	TF	1	TA	Attchd	1978.0	Fin	2.0	479.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	5	2009	WD	Normal
181	1642	60	FVR	70.0	4787.572266	Paved	NaN	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	2Story	7	5	2003	2003	Gable	SS	CemntBd	CmentBd	None	0.0	Gd	TA	PC	Gd	TA	Mn	GLQ	622.0	Unf	0.0	304.0	926.0	GasA	Ex	Y	SBrkr	1016	868	0	1884	1.0	0.0	2	1	3	1	Ex	7	TF	1	Ex	Attchd	2003.0	RFn	2.0	581.0	TA	TA	Y	0	35	0	0	0	0	NaN	NaN	NaN	0	6	2009	WD	Normal
182	1643	60	FVR	NaN	12718.000840	Paved	NaN	Reg	Lvl	AllPub	I	GS	Somerst	RRNn	Norm	1Fam	2Story	8	5	2000	2001	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1058.0	1058.0	GasA	Ex	Y	SBrkr	1058	816	0	1874	0.0	0.0	2	1	3	1	Gd	7	TF	1	TA	Attchd	2000.0	Fin	2.0	588.0	TA	TA	Y	0	134	0	0	0	0	NaN	NaN	NaN	0	3	2009	WD	Normal
183	1644	60	FVR	NaN	10565.021800	Paved	NaN	Reg	Lvl	AllPub	C	GS	Somerst	Norm	Norm	1Fam	2Story	8	5	2002	2002	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	225.0	ALQ	276.0	471.0	972.0	GasA	Ex	Y	SBrkr	972	839	0	1811	0.0	0.0	2	1	3	1	Gd	7	TF	1	Gd	Attchd	2002.0	RFn	2.0	565.0	TA	TA	Y	225	48	0	0	0	0	NaN	NaN	NaN	0	10	2009	WD	Normal
184	1645	20	RLD	NaN	19781.726530	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	NWAmes	PosN	Norm	1Fam	1Story	5	7	1975	1975	Gable	SS	HdBoard	HdBoard	BrkFace	161.0	TA	TA	CB	Gd	TA	Av	ALQ	1333.0	LwQ	168.0	120.0	1621.0	GasA	TA	Y	SBrkr	1621	0	0	1621	1.0	0.0	2	0	3	1	TA	7	TF	2	Fa	Attchd	1975.0	RFn	2.0	478.0	TA	TA	Y	0	0	0	0	490	0	NaN	NaN	NaN	0	6	2009	WD	Normal
185	1646	20	RLD	78.0	12746.983690	Paved	NaN	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	1Story	6	6	1974	1974	Hip	SS	Plywood	Plywood	BrkFace	196.0	TA	TA	CB	TA	TA	No	ALQ	888.0	Unf	0.0	228.0	1116.0	GasA	Ex	Y	SBrkr	1116	0	0	1116	1.0	0.0	2	0	3	1	TA	6	TF	1	TA	Attchd	1974.0	RFn	2.0	528.0	TA	TA	Y	0	0	0	0	0	0	NaN	GdWo	NaN	0	4	2009	WD	Normal
186	1647	20	RLD	85.0	6105.637067	Paved	NaN	IR1	Lvl	AllPub	C	GS	NWAmes	Norm	Norm	1Fam	1Story	7	5	1975	1975	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	TA	TA	No	ALQ	636.0	Unf	0.0	540.0	1176.0	GasA	Fa	Y	SBrkr	1193	0	0	1193	0.0	0.0	2	0	3	1	TA	5	TF	1	TA	Attchd	1975.0	Unf	2.0	506.0	TA	TA	Y	40	0	0	0	0	0	NaN	NaN	NaN	0	8	2009	WD	Normal
187	1648	20	RLD	NaN	15453.826110	Paved	NaN	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1970	1970	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	1180.0	1180.0	GasA	TA	Y	SBrkr	1180	0	0	1180	0.0	0.0	1	1	2	1	TA	6	TF	0	NaN	Attchd	1970.0	RFn	2.0	477.0	TA	TA	Y	0	45	0	0	0	0	NaN	NaN	NaN	0	3	2009	COD	Normal
188	1649	20	RLD	NaN	17462.334280	Paved	NaN	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1971	1971	Gable	SS	Plywood	Plywood	BrkFace	178.0	TA	TA	CB	Gd	TA	No	ALQ	500.0	Unf	0.0	543.0	1043.0	GasA	Ex	Y	SBrkr	1050	0	0	1050	1.0	0.0	1	1	3	1	TA	6	TF	0	NaN	Attchd	1971.0	Unf	1.0	336.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	7	2009	WD	Normal
189	1650	20	RLD	60.0	17164.386370	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	4	6	1970	1970	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	No	ALQ	726.0	Unf	0.0	138.0	864.0	GasA	TA	Y	SBrkr	864	0	0	864	1.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Detchd	2001.0	Unf	2.0	576.0	TA	TA	Y	210	0	0	0	0	0	NaN	GdPrv	NaN	0	9	2009	WD	Abnorml
190	1651	20	RLD	60.0	8570.292285	Paved	NaN	Reg	Lvl	AllPub	FR2P	GS	NAmes	Norm	Norm	1Fam	1Story	4	7	1971	2006	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	CB	TA	TA	No	ALQ	240.0	Unf	0.0	624.0	864.0	GasA	Gd	Y	SBrkr	864	0	0	864	0.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Detchd	1986.0	Unf	2.0	576.0	TA	TA	Y	200	0	0	0	0	0	NaN	GdWo	NaN	0	7	2009	WD	Normal
191	1652	160	RMD	21.0	7453.339536	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrDale	NoRMD	NoRMD	Twnhs	2Story	6	5	1973	1973	Gable	SS	HdBoard	HdBoard	BrkFace	504.0	TA	TA	CB	TA	TA	No	BLQ	254.0	Unf	0.0	229.0	483.0	GasA	TA	Y	SBrkr	483	504	0	987	1.0	0.0	1	1	2	1	TA	5	TF	0	NaN	Detchd	1973.0	Unf	1.0	264.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	7	2009	WD	NoRMDal
192	1653	160	RMD	21.0	5402.892601	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrDale	NoRMD	NoRMD	Twnhs	2Story	6	6	1972	1972	Gable	SS	HdBoard	HdBoard	BrkFace	425.0	TA	TA	CB	TA	TA	No	Rec	110.0	LwQ	294.0	79.0	483.0	GasA	TA	Y	SBrkr	483	504	0	987	1.0	0.0	1	1	2	1	TA	5	TF	0	NaN	Detchd	1972.0	Unf	1.0	288.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	7	2009	WD	NoRMDal
193	1654	160	RLD	24.0	11782.772320	Paved	NaN	Reg	Lvl	AllPub	FR2P	GS	NPkVill	Norm	Norm	TwnhsE	2Story	6	5	1976	1976	Gable	SS	Plywood	Brk Cmn	None	0.0	TA	TA	CB	Gd	TA	No	ALQ	306.0	Unf	0.0	498.0	804.0	GasA	TA	Y	SBrkr	804	744	0	1548	0.0	0.0	2	1	3	1	TA	7	TF	1	TA	Detchd	1976.0	RFn	2.0	440.0	TA	TA	Y	108	0	0	0	0	0	NaN	NaN	NaN	0	9	2009	WD	Normal
194	1655	120	RLD	24.0	11290.484880	Paved	NaN	Reg	Lvl	AllPub	FR2P	GS	NPkVill	Norm	Norm	Twnhs	1Story	7	5	1975	1975	Gable	SS	Plywood	Brk Cmn	None	0.0	TA	TA	CB	Gd	TA	No	ALQ	435.0	LwQ	622.0	0.0	1057.0	GasA	TA	Y	SBrkr	1055	0	0	1055	0.0	1.0	2	0	2	1	TA	4	TF	1	Fa	Attchd	1975.0	RFn	2.0	440.0	TA	TA	Y	0	27	0	0	0	0	NaN	NaN	NaN	0	8	2009	WD	Normal
195	1656	160	RLD	24.0	8919.779007	Paved	NaN	Reg	Lvl	AllPub	I	GS	NPkVill	Norm	Norm	Twnhs	2Story	6	5	1977	1977	Gable	SS	Plywood	Brk Cmn	None	0.0	TA	TA	CB	Gd	TA	No	ALQ	389.0	Unf	0.0	466.0	855.0	GasA	TA	Y	SBrkr	855	601	0	1456	0.0	0.0	2	1	3	1	TA	6	TF	1	TA	Attchd	1977.0	Unf	2.0	440.0	TA	TA	Y	0	28	0	0	0	0	NaN	NaN	NaN	0	5	2009	WD	Normal
196	1657	160	RLD	24.0	18412.752430	Paved	NaN	Reg	Lvl	AllPub	I	GS	NPkVill	Norm	Norm	TwnhsE	2Story	6	5	1978	1978	Gable	SS	Plywood	Brk Cmn	None	0.0	TA	TA	CB	Gd	TA	No	ALQ	320.0	Unf	0.0	484.0	804.0	GasA	TA	Y	SBrkr	804	744	0	1548	0.0	1.0	2	1	3	1	TA	7	TF	1	TA	Detchd	1978.0	Unf	2.0	440.0	TA	TA	Y	108	0	0	0	0	0	NaN	NaN	NaN	0	7	2009	WD	Normal
197	1658	160	RLD	24.0	10544.512770	Paved	NaN	Reg	Lvl	AllPub	I	GS	NPkVill	Norm	Norm	TwnhsE	2Story	6	5	1978	1978	Gable	SS	Plywood	Brk Cmn	None	0.0	Gd	TA	CB	Gd	TA	No	ALQ	279.0	Unf	0.0	576.0	855.0	GasA	TA	Y	SBrkr	855	601	0	1456	0.0	0.0	2	1	3	1	TA	6	TF	1	TA	Attchd	1978.0	Fin	2.0	440.0	TA	TA	Y	147	0	0	0	0	0	NaN	NaN	NaN	0	4	2009	WD	Normal
198	1659	120	RLD	24.0	5608.707159	Paved	NaN	Reg	Lvl	AllPub	I	GS	NPkVill	Norm	Norm	TwnhsE	1Story	7	6	1976	1976	Gable	SS	Plywood	Brk Cmn	None	0.0	TA	TA	CB	TA	TA	No	ALQ	536.0	Unf	0.0	300.0	836.0	GasA	TA	Y	SBrkr	836	0	0	836	0.0	1.0	1	0	2	1	TA	5	TF	0	NaN	Attchd	1976.0	Unf	1.0	345.0	TA	TA	Y	150	20	0	0	0	0	NaN	NaN	NaN	0	10	2009	WD	Normal
199	1660	20	RLD	NaN	11451.021200	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1966	2004	Hip	SS	HdBoard	HdBoard	BrkFace	165.0	Gd	TA	PC	TA	TA	No	BLQ	644.0	Unf	0.0	220.0	864.0	GasA	Ex	Y	SBrkr	1120	0	0	1120	0.0	1.0	1	0	3	1	TA	5	TF	1	TA	Attchd	1966.0	RFn	2.0	656.0	TA	TA	Y	0	162	0	0	0	0	NaN	NaN	Shed	1200	7	2009	WD	Normal
200	1661	60	RLD	110.0	6767.671194	Paved	NaN	Reg	Lvl	AllPub	I	GS	NridgHt	PosN	Norm	1Fam	2Story	9	5	2007	2007	Hip	SS	VinylSd	VinylSd	Stone	726.0	Ex	TA	PC	Ex	TA	No	GLQ	1360.0	Unf	0.0	416.0	1776.0	GasA	Ex	Y	SBrkr	1794	978	0	2772	1.0	0.0	3	1	4	1	Ex	10	TF	3	Gd	BuiltIn	2007.0	Fin	3.0	754.0	TA	TA	Y	135	64	0	0	0	0	NaN	NaN	NaN	0	6	2009	WD	Normal
201	1662	60	RLD	95.0	8457.195799	Paved	NaN	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	2Story	9	5	2009	2009	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Ex	TA	No	GLQ	986.0	Unf	0.0	379.0	1365.0	GasA	Ex	Y	SBrkr	1365	1325	0	2690	1.0	0.0	2	1	3	1	Ex	8	TF	1	Gd	Attchd	2009.0	RFn	3.0	864.0	TA	TA	Y	0	197	0	0	0	0	NaN	NaN	NaN	0	7	2009	New	Partial
202	1663	20	RLD	95.0	4104.570751	Paved	NaN	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	1Story	9	5	2008	2008	Hip	SS	VinylSd	VinylSd	Stone	450.0	Ex	TA	PC	Ex	TA	Av	GLQ	1232.0	Unf	0.0	788.0	2020.0	GasA	Ex	Y	SBrkr	2020	0	0	2020	1.0	0.0	2	0	3	1	Ex	7	TF	1	Gd	Attchd	2008.0	RFn	3.0	896.0	TA	TA	Y	192	98	0	0	0	0	NaN	NaN	NaN	0	5	2009	WD	Normal
203	1664	20	RLD	105.0	1075.577978	Paved	NaN	Reg	Lvl	AllPub	I	GS	NridgHt	PosA	PosA	1Fam	1Story	10	5	2007	2007	Hip	SS	VinylSd	VinylSd	Stone	472.0	Ex	TA	PC	Ex	TA	Gd	GLQ	2288.0	Unf	0.0	342.0	2630.0	GasA	Ex	Y	SBrkr	2674	0	0	2674	2.0	0.0	2	1	2	1	Ex	8	TF	2	Gd	Attchd	2007.0	Fin	3.0	762.0	TA	TA	Y	360	50	0	0	0	0	NaN	NaN	NaN	0	3	2009	WD	Normal
204	1665	20	RLD	95.0	4723.149670	Paved	NaN	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	1Story	9	5	2008	2008	Gable	SS	VinylSd	VinylSd	Stone	302.0	Ex	TA	PC	Ex	TA	No	Unf	0.0	Unf	0.0	1736.0	1736.0	GasA	Ex	Y	SBrkr	1736	0	0	1736	0.0	0.0	2	0	3	1	Ex	7	TF	1	Gd	Attchd	2008.0	RFn	3.0	834.0	TA	TA	Y	319	90	0	0	0	0	NaN	NaN	NaN	0	7	2009	WD	Normal
205	1666	20	RLD	129.0	13865.459740	Paved	NaN	IR1	Lvl	AllPub	FR3P	GS	NridgHt	Norm	Norm	1Fam	1Story	8	5	2004	2005	Hip	SS	VinylSd	VinylSd	BrkFace	238.0	Gd	TA	PC	Ex	TA	Gd	GLQ	1531.0	Unf	0.0	251.0	1782.0	GasA	Ex	Y	SBrkr	1782	0	0	1782	1.0	0.0	2	0	3	1	Gd	7	TF	2	Gd	Attchd	2004.0	Fin	3.0	932.0	TA	TA	Y	99	82	0	0	0	0	NaN	NaN	NaN	0	4	2009	WD	Normal
206	1667	60	RLD	59.0	14646.832120	Paved	NaN	IR3	Lvl	AllPub	CulDSac	GS	NridgHt	Norm	Norm	1Fam	2Story	8	5	2007	2007	Gable	SS	VinylSd	VinylSd	Stone	20.0	Gd	TA	PC	Ex	TA	Av	GLQ	1230.0	Unf	0.0	278.0	1508.0	GasA	Ex	Y	SBrkr	1508	1012	0	2520	1.0	0.0	2	1	5	1	Ex	10	TF	1	Gd	BuiltIn	2007.0	Fin	3.0	640.0	TA	TA	Y	192	273	0	0	0	0	NaN	NaN	NaN	0	6	2009	WD	Family
207	1668	20	RLD	87.0	7864.800466	Paved	NaN	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	1Story	9	5	2008	2008	Hip	SS	VinylSd	VinylSd	Stone	284.0	Ex	TA	PC	Ex	TA	Mn	GLQ	1015.0	Unf	0.0	724.0	1739.0	GasA	Ex	Y	SBrkr	1743	0	0	1743	1.0	0.0	2	0	3	1	Ex	8	TF	1	Gd	Attchd	2008.0	RFn	3.0	927.0	TA	TA	Y	168	45	0	0	0	0	NaN	NaN	NaN	0	6	2009	ConLI	Normal
208	1669	20	RLD	77.0	6239.848986	Paved	NaN	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	1Story	9	5	2006	2006	Gable	SS	VinylSd	VinylSd	Stone	122.0	Gd	TA	PC	Ex	Gd	Av	GLQ	1037.0	Unf	0.0	467.0	1504.0	GasA	Ex	Y	SBrkr	1531	0	0	1531	1.0	0.0	2	0	2	1	Ex	6	TF	1	Gd	Attchd	2006.0	Fin	3.0	700.0	TA	TA	Y	184	52	0	0	0	0	NaN	NaN	NaN	0	2	2009	WD	Normal
209	1670	20	RLD	102.0	14332.298930	Paved	NaN	IR1	Lvl	AllPub	C	GS	NridgHt	Norm	Norm	1Fam	1Story	9	5	2008	2008	Hip	SS	VinylSd	VinylSd	None	285.0	Ex	TA	PC	Ex	TA	No	GLQ	1142.0	Unf	0.0	632.0	1774.0	GasA	Ex	Y	SBrkr	1808	0	0	1808	1.0	0.0	2	0	3	1	Ex	7	TF	1	Gd	Attchd	2008.0	Fin	3.0	850.0	TA	TA	Y	200	26	0	0	0	0	NaN	NaN	NaN	0	3	2009	WD	Normal
210	1671	20	RLD	90.0	11173.361520	Paved	NaN	IR1	Lvl	AllPub	C	GS	NridgHt	Norm	Norm	1Fam	1Story	7	5	2003	2004	Hip	SS	VinylSd	VinylSd	BrkFace	418.0	Gd	TA	PC	Gd	TA	No	ALQ	1262.0	Unf	0.0	498.0	1760.0	GasA	Ex	Y	SBrkr	1760	0	0	1760	1.0	0.0	2	0	3	1	Gd	8	TF	1	Gd	Attchd	2003.0	Fin	2.0	583.0	TA	TA	Y	165	190	0	0	0	0	NaN	NaN	NaN	0	6	2009	WD	Normal
211	1672	20	RLD	110.0	1686.318095	Paved	NaN	IR1	Lvl	AllPub	C	GS	NridgHt	Norm	Norm	1Fam	1Story	9	5	2003	2003	Hip	SS	VinylSd	VinylSd	BrkFace	724.0	Gd	TA	PC	Ex	TA	No	GLQ	1972.0	Unf	0.0	480.0	2452.0	GasA	Ex	Y	SBrkr	2452	0	0	2452	2.0	0.0	2	0	3	1	Ex	10	TF	1	Gd	Attchd	2003.0	Fin	3.0	886.0	TA	TA	Y	0	116	0	0	0	0	NaN	MnPrv	NaN	0	7	2009	WD	Normal
212	1673	60	RLD	96.0	14595.391530	Paved	NaN	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	2Story	8	5	2003	2004	Gable	SS	VinylSd	VinylSd	Stone	186.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1082.0	1082.0	GasA	Ex	Y	SBrkr	1105	1295	0	2400	0.0	0.0	3	1	4	1	Gd	10	TF	1	Gd	BuiltIn	2003.0	Fin	3.0	730.0	TA	TA	Y	114	40	0	0	0	0	NaN	NaN	NaN	0	6	2009	WD	Normal
213	1674	20	RLD	70.0	11759.804890	Paved	NaN	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	1Story	8	5	2006	2006	Gable	SS	VinylSd	VinylSd	Stone	383.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1598.0	1598.0	GasA	Gd	Y	SBrkr	1606	0	0	1606	0.0	0.0	2	0	3	1	Gd	6	TF	1	Gd	Attchd	2006.0	RFn	3.0	871.0	TA	TA	Y	230	60	0	0	0	0	NaN	NaN	NaN	0	7	2009	WD	Normal
214	1675	120	RLD	47.0	6025.151920	Paved	NaN	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	TwnhsE	1Story	6	5	2005	2005	Gable	SS	VinylSd	VinylSd	Stone	240.0	Gd	TA	PC	Gd	TA	Av	ALQ	836.0	Unf	0.0	522.0	1358.0	GasA	Ex	Y	SBrkr	1358	0	0	1358	0.0	0.0	2	0	2	1	Gd	6	TF	1	Gd	Attchd	2005.0	RFn	2.0	484.0	TA	TA	Y	192	36	0	0	0	0	NaN	NaN	NaN	0	8	2009	WD	Normal
215	1676	120	RLD	34.0	18505.821310	Paved	NaN	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	Twnhs	1Story	6	5	2005	2005	Gable	SS	VinylSd	VinylSd	Stone	135.0	Gd	TA	PC	Gd	TA	Av	GLQ	881.0	Unf	0.0	425.0	1306.0	GasA	Ex	Y	SBrkr	1306	0	0	1306	1.0	0.0	2	0	1	1	Gd	5	TF	1	Gd	Attchd	2005.0	RFn	2.0	624.0	TA	TA	Y	170	63	0	0	0	0	NaN	NaN	NaN	0	3	2009	WD	Normal
216	1677	120	RLD	80.0	6033.830416	Paved	NaN	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	TwnhsE	1Story	7	5	2007	2008	Gable	SS	VinylSd	VinylSd	Stone	176.0	Gd	TA	PC	Gd	TA	No	GLQ	876.0	Unf	0.0	474.0	1350.0	GasA	Ex	Y	SBrkr	1358	0	0	1358	1.0	0.0	2	0	2	1	Gd	6	TF	1	Gd	Attchd	2008.0	RFn	2.0	484.0	TA	TA	Y	192	26	0	0	0	0	NaN	NaN	NaN	0	5	2009	WD	Normal
217	1678	20	RLD	100.0	16354.736910	Paved	NaN	IR1	HLS	AllPub	I	MS	NridgHt	Norm	Norm	1Fam	1Story	10	5	2004	2005	Hip	SS	CemntBd	CmentBd	Stone	730.0	Ex	TA	PC	Ex	TA	Gd	GLQ	2146.0	Unf	0.0	346.0	2492.0	GasA	Ex	Y	SBrkr	2492	0	0	2492	1.0	0.0	2	1	2	1	Ex	8	TF	1	Ex	Attchd	2004.0	Fin	3.0	949.0	TA	TA	Y	226	235	0	0	0	0	NaN	NaN	NaN	0	2	2009	WD	Abnorml
218	1679	20	RLD	117.0	11676.272110	Paved	NaN	IR1	Lvl	AllPub	C	GS	NridgHt	Norm	Norm	1Fam	1Story	8	5	2003	2004	Hip	SS	VinylSd	VinylSd	BrkFace	470.0	Gd	TA	PC	Ex	TA	Gd	GLQ	1557.0	Unf	0.0	643.0	2200.0	GasA	Ex	Y	SBrkr	2200	0	0	2200	1.0	0.0	2	1	3	1	Ex	8	TF	1	Gd	Attchd	2003.0	Fin	3.0	685.0	TA	TA	Y	208	55	0	0	0	0	NaN	NaN	NaN	0	7	2009	WD	Normal
219	1680	120	RLD	44.0	9574.394014	Paved	NaN	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	TwnhsE	1Story	9	5	2008	2009	Hip	SS	MetalSd	MetalSd	BrkFace	308.0	Ex	TA	PC	Ex	TA	No	GLQ	800.0	Unf	0.0	1084.0	1884.0	GasA	Ex	Y	SBrkr	1884	0	0	1884	1.0	0.0	2	0	2	1	Ex	6	TF	1	Gd	Attchd	2008.0	Fin	2.0	649.0	TA	TA	Y	231	90	0	0	0	0	NaN	NaN	NaN	0	5	2009	New	Partial
220	1681	120	RLD	48.0	5141.281022	Paved	NaN	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	TwnhsE	1Story	9	5	2008	2008	Hip	SS	VinylSd	VinylSd	BrkFace	500.0	Ex	TA	PC	Ex	TA	No	Unf	0.0	Unf	0.0	1451.0	1451.0	GasA	Ex	Y	SBrkr	1456	0	0	1456	0.0	0.0	2	0	2	1	Ex	6	TF	1	Gd	Attchd	2008.0	RFn	2.0	539.0	TA	TA	Y	192	42	0	0	0	0	NaN	NaN	NaN	0	4	2009	WD	Normal
221	1682	20	RLD	129.0	5064.821252	Paved	NaN	Reg	Lvl	AllPub	C	GS	NridgHt	Norm	Norm	1Fam	1Story	8	5	2002	2003	Hip	SS	VinylSd	VinylSd	BrkFace	270.0	Gd	TA	PC	Ex	TA	Gd	GLQ	1196.0	Unf	0.0	516.0	1712.0	GasA	Ex	Y	SBrkr	1712	0	0	1712	1.0	0.0	2	0	3	1	Gd	8	TF	1	Gd	Attchd	2002.0	RFn	3.0	701.0	TA	TA	Y	218	183	0	0	0	0	NaN	NaN	NaN	0	9	2009	WD	Normal
222	1683	120	RLD	48.0	12758.065660	Paved	NaN	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	TwnhsE	1Story	7	5	2003	2003	Gable	SS	VinylSd	VinylSd	Stone	163.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1405.0	1405.0	GasA	Ex	Y	SBrkr	1405	0	0	1405	0.0	0.0	2	0	2	1	Gd	6	TF	1	TA	Attchd	2003.0	RFn	2.0	478.0	TA	TA	Y	148	36	0	0	0	0	NaN	NaN	NaN	0	11	2009	WD	Normal
223	1684	60	RLD	63.0	3619.680747	Paved	NaN	Reg	Lvl	AllPub	I	GS	Gilbert	RRAn	Norm	1Fam	2Story	7	5	2005	2005	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	Gd	No	Unf	0.0	Unf	0.0	728.0	728.0	GasA	Ex	Y	SBrkr	728	728	0	1456	0.0	0.0	2	1	3	1	Gd	8	TF	1	Gd	Attchd	2005.0	Fin	2.0	390.0	TA	TA	Y	100	0	0	0	0	0	NaN	NaN	NaN	0	6	2009	WD	Normal
224	1685	60	RLD	57.0	17669.995040	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	2005	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	Unf	0.0	Unf	0.0	745.0	745.0	GasA	Ex	Y	SBrkr	745	745	0	1490	0.0	0.0	2	1	3	1	Gd	7	TF	1	Gd	Attchd	2005.0	Fin	2.0	392.0	TA	TA	Y	36	20	0	0	0	0	NaN	NaN	NaN	0	7	2009	WD	Normal
225	1686	120	RLD	43.0	13706.368370	Paved	NaN	Reg	Lvl	AllPub	I	GS	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2005	2006	Gable	SS	VinylSd	VinylSd	BrkFace	16.0	Gd	TA	PC	Gd	TA	Av	GLQ	16.0	Unf	0.0	1204.0	1220.0	GasA	Ex	Y	SBrkr	1220	0	0	1220	0.0	0.0	2	0	2	1	Gd	5	TF	1	Gd	Attchd	2005.0	Fin	2.0	397.0	TA	TA	Y	100	16	0	0	0	0	NaN	NaN	NaN	0	8	2009	WD	Normal
226	1687	80	RLD	59.0	18365.966610	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	SLvl	7	5	2004	2005	Gable	SS	WdShing	Wd Shng	None	0.0	Gd	TA	PC	Gd	TA	Mn	Unf	0.0	Unf	0.0	384.0	384.0	GasA	Ex	Y	SBrkr	744	630	0	1374	0.0	0.0	2	1	3	1	Gd	6	TF	1	Gd	BuiltIn	2004.0	Fin	2.0	400.0	TA	TA	Y	100	0	0	0	0	0	NaN	NaN	NaN	0	8	2009	WD	Normal
227	1688	60	RLD	62.0	5473.701999	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	7	5	2004	2005	Gable	SS	VinylSd	VinylSd	BrkFace	200.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	868.0	868.0	GasA	Ex	Y	SBrkr	868	762	0	1630	0.0	0.0	2	1	3	1	Gd	7	TF	1	Gd	BuiltIn	2004.0	Fin	2.0	436.0	TA	TA	Y	120	48	0	0	0	0	NaN	NaN	NaN	0	9	2009	WD	Normal
228	1689	60	RLD	61.0	10925.080930	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	7	5	2004	2004	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Mn	Unf	0.0	Unf	0.0	846.0	846.0	GasA	Ex	Y	SBrkr	846	748	0	1594	0.0	0.0	2	1	3	1	Gd	7	TF	1	Gd	Attchd	2004.0	Fin	2.0	434.0	TA	TA	Y	300	48	0	0	0	0	NaN	MnPrv	NaN	0	7	2009	WD	Normal
229	1690	60	RLD	NaN	2434.857267	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	7	5	2003	2003	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	652.0	Unf	0.0	130.0	782.0	GasA	Ex	Y	SBrkr	806	683	0	1489	1.0	0.0	2	1	3	1	Gd	8	TF	1	Gd	Attchd	2003.0	Fin	2.0	400.0	TA	TA	Y	0	75	0	0	0	0	NaN	NaN	NaN	0	6	2009	WD	Normal
230	1691	60	RLD	NaN	3617.541600	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	7	5	2003	2003	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	494.0	Unf	0.0	204.0	698.0	GasA	Ex	Y	SBrkr	698	644	0	1342	1.0	0.0	2	1	3	1	Gd	7	TF	1	TA	Attchd	2003.0	Fin	2.0	393.0	TA	TA	Y	100	56	0	0	0	0	NaN	NaN	NaN	0	5	2009	WD	Normal
231	1692	60	RLD	NaN	15812.417600	Paved	NaN	IR1	Lvl	AllPub	C	GS	Gilbert	Norm	Norm	1Fam	2Story	8	5	2002	2002	Gable	SS	VinylSd	VinylSd	NaN	NaN	Gd	TA	PC	Ex	TA	No	GLQ	651.0	Unf	0.0	219.0	870.0	GasA	Ex	Y	SBrkr	878	1126	0	2004	1.0	0.0	2	1	4	1	Gd	8	TF	1	Gd	BuiltIn	2002.0	Fin	3.0	644.0	TA	TA	Y	0	48	0	0	0	0	NaN	NaN	NaN	0	7	2009	WD	Normal
232	1693	80	RLD	61.0	6124.649126	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	RRAn	Norm	1Fam	SLvl	7	5	2004	2004	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Mn	GLQ	241.0	Rec	113.0	30.0	384.0	GasA	Ex	Y	SBrkr	744	630	0	1374	0.0	0.0	2	1	3	1	Gd	7	TF	0	NaN	BuiltIn	2004.0	Fin	2.0	400.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	5	2009	WD	Normal
233	1694	60	RLD	42.0	20107.451980	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	2000	2000	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	GLQ	683.0	Unf	0.0	111.0	794.0	GasA	Ex	Y	SBrkr	819	695	0	1514	1.0	0.0	2	1	3	1	TA	7	TF	1	TA	Attchd	2000.0	Fin	2.0	394.0	TA	TA	Y	0	72	0	0	0	0	NaN	NaN	NaN	0	6	2009	WD	Normal
234	1695	80	RLD	62.0	17195.729770	Paved	NaN	Reg	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	SLvl	7	5	1999	2000	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	384.0	384.0	GasA	Ex	Y	SBrkr	774	656	0	1430	0.0	0.0	2	1	3	1	TA	7	TF	1	TA	BuiltIn	1999.0	RFn	2.0	400.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	3	2009	WD	Normal
235	1696	60	RLD	NaN	18251.183320	Paved	NaN	IR2	Lvl	AllPub	CulDSac	GS	Gilbert	RRNn	Norm	1Fam	2Story	7	5	1999	1999	Gable	SS	VinylSd	VinylSd	BrkFace	210.0	Gd	TA	PC	Gd	TA	No	ALQ	913.0	Unf	0.0	264.0	1177.0	GasA	Ex	Y	SBrkr	1223	1089	0	2312	1.0	0.0	2	1	4	1	Gd	8	TF	1	TA	BuiltIn	1999.0	Fin	3.0	658.0	TA	TA	Y	298	0	0	0	0	0	NaN	NaN	NaN	0	5	2009	WD	Normal
236	1697	80	RLD	64.0	10031.849130	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	SLvl	7	6	1999	1999	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	TA	TA	No	Unf	0.0	Unf	0.0	384.0	384.0	GasA	Ex	Y	SBrkr	774	656	0	1430	0.0	0.0	2	1	3	1	TA	7	TF	1	TA	BuiltIn	1999.0	Fin	2.0	410.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	6	2009	WD	Normal
237	1698	60	RLD	106.0	11107.456800	Paved	NaN	Reg	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	2Story	8	5	2000	2000	Gable	SS	VinylSd	VinylSd	BrkFace	150.0	Gd	TA	PC	Gd	TA	Mn	GLQ	1173.0	Unf	0.0	282.0	1455.0	GasA	Ex	Y	SBrkr	1466	1221	0	2687	1.0	0.0	2	1	4	1	Gd	10	TF	2	TA	BuiltIn	2000.0	RFn	3.0	810.0	TA	TA	Y	252	30	0	0	0	0	NaN	NaN	NaN	0	9	2009	WD	Normal
238	1699	20	RLD	NaN	2131.814880	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	NoRidge	Norm	Norm	1Fam	1Story	8	5	1994	1995	Hip	SS	Wd Sdng	Wd Sdng	BrkFace	634.0	Gd	TA	PC	Gd	TA	Av	BLQ	236.0	GLQ	1526.0	262.0	2024.0	GasA	Ex	Y	SBrkr	2063	0	0	2063	1.0	0.0	2	0	3	1	Gd	7	TF	2	Gd	Attchd	1994.0	Fin	3.0	815.0	TA	TA	Y	182	56	0	0	0	0	NaN	NaN	NaN	0	6	2009	WD	Normal
239	1700	60	RLD	79.0	6177.630935	Paved	NaN	Reg	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	2Story	7	5	1995	1996	Gable	SS	VinylSd	VinylSd	BrkFace	286.0	Gd	TA	PC	Gd	TA	No	GLQ	816.0	Unf	0.0	254.0	1070.0	GasA	Ex	Y	SBrkr	1094	967	0	2061	1.0	0.0	2	1	3	1	Gd	7	TF	1	TA	Attchd	1995.0	Fin	2.0	647.0	TA	TA	Y	296	102	209	0	0	0	NaN	NaN	NaN	0	11	2009	WD	Normal
240	1701	60	RLD	NaN	12255.685090	Paved	NaN	IR1	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	2Story	8	5	1993	1994	Gable	SS	HdBoard	HdBoard	BrkFace	372.0	Gd	TA	PC	Gd	TA	No	GLQ	624.0	Unf	0.0	549.0	1173.0	GasA	Ex	Y	SBrkr	1215	1017	0	2232	1.0	0.0	2	1	3	1	Gd	8	TF	1	TA	Attchd	1993.0	RFn	2.0	623.0	TA	TA	Y	173	165	0	0	0	0	NaN	NaN	NaN	0	10	2009	WD	Normal
241	1702	20	RLD	86.0	9241.047678	Paved	NaN	IR1	Lvl	AllPub	I	GS	Somerst	PosN	Norm	1Fam	1Story	8	5	2008	2008	Gable	SS	VinylSd	VinylSd	Stone	240.0	Gd	TA	PC	Gd	TA	Mn	Unf	0.0	Unf	0.0	1696.0	1696.0	GasA	Ex	Y	SBrkr	1696	0	0	1696	0.0	0.0	2	0	3	1	Gd	7	TF	0	NaN	Attchd	2008.0	RFn	3.0	972.0	TA	TA	Y	120	56	0	0	0	0	NaN	NaN	NaN	0	9	2009	WD	Normal
242	1703	20	RLD	78.0	9716.071738	Paved	NaN	Reg	Lvl	AllPub	I	GS	Somerst	PosN	Norm	1Fam	1Story	8	5	2008	2008	Gable	SS	VinylSd	VinylSd	BrkFace	294.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1614.0	1614.0	GasA	Ex	Y	SBrkr	1658	0	0	1658	0.0	0.0	2	1	3	1	Gd	7	TF	1	Gd	Attchd	2008.0	Fin	3.0	726.0	TA	TA	Y	144	44	0	0	0	0	NaN	NaN	NaN	0	9	2009	WD	Normal
243	1704	20	RLD	85.0	8839.944665	Paved	NaN	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	8	5	2007	2007	Gable	SS	VinylSd	VinylSd	Stone	260.0	Gd	TA	PC	Gd	TA	Av	GLQ	1294.0	Unf	0.0	408.0	1702.0	GasA	Ex	Y	SBrkr	1702	0	0	1702	1.0	0.0	2	0	3	1	Gd	7	TF	1	Gd	Attchd	2007.0	RFn	3.0	844.0	TA	TA	Y	0	69	0	0	0	0	NaN	NaN	NaN	0	3	2009	WD	Normal
244	1705	20	RLD	76.0	12745.260850	Paved	NaN	IR1	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	8	5	2006	2006	Hip	SS	VinylSd	VinylSd	Stone	206.0	Gd	TA	PC	Ex	TA	Av	GLQ	379.0	Unf	0.0	1043.0	1422.0	GasA	Ex	Y	SBrkr	1432	0	0	1432	0.0	0.0	2	0	3	1	Gd	7	TF	1	Gd	Attchd	2006.0	Fin	2.0	492.0	TA	TA	Y	297	50	0	0	0	0	NaN	NaN	NaN	0	9	2009	WD	Normal
245	1706	20	RLD	85.0	10525.708510	Paved	NaN	Reg	Lvl	AllPub	C	GS	Somerst	PosN	PosN	1Fam	1Story	9	5	2005	2006	Hip	SS	VinylSd	VinylSd	Stone	198.0	Ex	TA	PC	Ex	TA	Gd	GLQ	2158.0	Unf	0.0	300.0	2458.0	GasA	Ex	Y	SBrkr	2490	0	0	2490	1.0	0.0	2	0	2	1	Ex	9	TF	2	Gd	Attchd	2005.0	Fin	3.0	795.0	TA	TA	Y	70	226	0	0	0	0	NaN	GdPrv	NaN	0	10	2009	WD	Normal
246	1707	20	FVR	90.0	15083.435860	Paved	NaN	IR1	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	7	5	2008	2009	Gable	SS	VinylSd	VinylSd	NaN	NaN	Gd	TA	PC	Ex	TA	No	Unf	0.0	Unf	0.0	1436.0	1436.0	GasA	Ex	Y	SBrkr	1436	0	0	1436	0.0	0.0	2	0	3	1	Gd	6	TF	0	NaN	Attchd	2008.0	Fin	2.0	529.0	TA	TA	Y	0	121	0	0	0	0	NaN	NaN	NaN	0	10	2009	New	Partial
247	1708	20	FVR	72.0	16148.359000	Paved	NaN	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	7	5	2008	2008	Hip	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1402.0	1402.0	GasA	Ex	Y	SBrkr	1402	0	0	1402	0.0	0.0	2	0	3	1	Gd	7	TF	0	NaN	Attchd	2008.0	RFn	2.0	625.0	TA	TA	Y	205	126	0	0	0	0	NaN	NaN	NaN	0	5	2009	WD	Normal
248	1709	20	FVR	112.0	13001.373690	Paved	NaN	IR1	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	9	5	2007	2008	Gable	SS	VinylSd	VinylSd	Stone	120.0	Gd	TA	PC	Gd	TA	Av	Unf	0.0	Unf	0.0	1530.0	1530.0	GasA	Ex	Y	SBrkr	1530	0	0	1530	0.0	0.0	2	0	3	1	Gd	7	TF	1	Gd	Attchd	2008.0	RFn	3.0	984.0	TA	TA	Y	212	136	0	0	0	0	NaN	NaN	NaN	0	5	2009	WD	Normal
249	1710	20	FVR	75.0	11101.485970	Paved	NaN	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	8	5	2006	2007	Gable	SS	VinylSd	VinylSd	Stone	238.0	Gd	TA	PC	Gd	TA	No	GLQ	24.0	Unf	0.0	1348.0	1372.0	GasA	Ex	Y	SBrkr	1448	0	0	1448	0.0	0.0	2	0	2	1	Gd	6	TF	1	Gd	Attchd	2006.0	RFn	2.0	692.0	TA	TA	Y	0	140	0	0	0	0	NaN	NaN	NaN	0	6	2009	WD	Normal
250	1711	60	FVR	84.0	14852.459760	Paved	NaN	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	2Story	8	5	2006	2006	Hip	SS	VinylSd	VinylSd	Stone	121.0	Gd	TA	PC	Ex	Gd	No	GLQ	682.0	Unf	0.0	218.0	900.0	GasA	Ex	Y	SBrkr	909	886	0	1795	1.0	0.0	2	1	3	1	Gd	8	TF	1	Gd	Attchd	2006.0	Fin	3.0	782.0	TA	TA	Y	168	45	0	0	0	0	NaN	NaN	NaN	0	7	2009	WD	Normal
251	1712	20	FVR	65.0	11068.545230	Paved	NaN	Reg	Lvl	AllPub	C	GS	Somerst	Norm	Norm	1Fam	1Story	8	5	2008	2009	Hip	SS	VinylSd	VinylSd	BrkFace	288.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1836.0	1836.0	GasA	Ex	Y	SBrkr	1836	0	0	1836	0.0	0.0	2	0	3	1	Gd	8	TF	1	Gd	Attchd	2009.0	Fin	2.0	517.0	TA	TA	Y	0	175	0	0	0	0	NaN	NaN	NaN	0	10	2009	New	Partial
252	1713	20	FVR	85.0	10522.003280	Paved	NaN	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	7	5	2006	2007	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	1430.0	Unf	0.0	222.0	1652.0	GasA	Ex	Y	SBrkr	1662	0	0	1662	1.0	0.0	2	0	3	1	Ex	8	TF	1	Gd	Attchd	2006.0	RFn	3.0	711.0	TA	TA	Y	168	120	0	0	0	0	NaN	NaN	NaN	0	3	2009	WD	Normal
253	1714	20	FVR	68.0	9782.005238	Paved	NaN	IR1	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	7	5	2003	2004	Gable	SS	VinylSd	Wd Shng	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	771.0	ALQ	360.0	422.0	1553.0	GasA	Ex	Y	SBrkr	1553	0	0	1553	1.0	0.0	2	0	3	1	Gd	6	TF	0	NaN	Attchd	2003.0	RFn	2.0	588.0	TA	TA	Y	192	88	0	0	0	0	NaN	NaN	NaN	0	8	2009	WD	Normal
254	1715	60	FVR	65.0	10238.841500	Paved	NaN	IR1	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	2Story	7	5	2003	2003	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	410.0	Unf	0.0	402.0	812.0	GasA	Ex	Y	SBrkr	812	841	0	1653	1.0	0.0	2	1	3	1	Gd	6	TF	0	NaN	Attchd	2003.0	RFn	2.0	628.0	TA	TA	Y	0	45	0	0	0	0	NaN	NaN	NaN	0	3	2009	WD	Normal
255	1716	20	RLD	80.0	9043.841512	Paved	NaN	Reg	Lvl	AllPub	C	GS	SawyerW	Norm	Norm	1Fam	1Story	7	6	2007	2007	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1218.0	1218.0	GasA	Ex	Y	SBrkr	1218	0	0	1218	0.0	0.0	1	1	3	1	Gd	6	TF	0	NaN	Detchd	2007.0	RFn	2.0	576.0	TA	TA	Y	0	178	0	0	0	0	NaN	NaN	NaN	0	4	2009	WD	Normal
256	1717	20	RLD	63.0	11170.878690	Paved	NaN	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	1Story	7	5	2006	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	Gd	No	GLQ	54.0	Unf	0.0	1087.0	1141.0	GasA	Ex	Y	SBrkr	1141	0	0	1141	1.0	0.0	1	1	3	1	Gd	6	TF	0	NaN	Detchd	2006.0	RFn	2.0	484.0	TA	TA	Y	182	0	0	0	0	0	NaN	NaN	NaN	0	6	2009	WD	Normal
257	1718	20	RLD	63.0	5149.666832	Paved	NaN	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	1Story	6	5	2004	2004	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1158.0	1158.0	GasA	Ex	Y	SBrkr	1158	0	0	1158	0.0	0.0	1	1	3	1	Gd	5	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	Y	0	50	0	0	0	0	NaN	NaN	NaN	0	8	2009	WD	Normal
258	1719	60	RLD	96.0	4076.115547	Paved	NaN	IR1	Lvl	AllPub	C	GS	SawyerW	Norm	Norm	1Fam	2Story	7	5	2004	2004	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Gd	Unf	0.0	Unf	0.0	835.0	835.0	GasA	Ex	Y	SBrkr	871	941	0	1812	0.0	0.0	2	1	3	1	Gd	8	TF	0	NaN	BuiltIn	2004.0	RFn	2.0	478.0	TA	TA	Y	146	91	0	0	0	0	NaN	NaN	NaN	0	1	2009	WD	Normal
259	1720	20	RLD	76.0	12099.632870	Paved	NaN	IR1	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	1Story	8	5	2004	2004	Gable	TG	VinylSd	VinylSd	BrkFace	264.0	Gd	TA	PC	Gd	TA	Gd	BLQ	516.0	Rec	774.0	222.0	1512.0	GasA	Ex	Y	SBrkr	1512	0	0	1512	0.0	0.0	2	0	3	1	Gd	6	TF	0	NaN	Attchd	2004.0	RFn	3.0	845.0	TA	TA	Y	210	36	0	0	0	0	NaN	NaN	NaN	0	1	2009	WD	Normal
260	1721	20	RLD	63.0	5873.703630	Paved	NaN	Reg	Lvl	AllPub	I	GS	SawyerW	RRAe	Norm	1Fam	1Story	7	5	2004	2005	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1114.0	1114.0	GasA	Ex	Y	SBrkr	1114	0	0	1114	0.0	0.0	1	1	3	1	Gd	6	TF	0	NaN	Detchd	2005.0	Unf	2.0	576.0	TA	TA	Y	248	102	0	0	0	0	NaN	NaN	NaN	0	5	2009	WD	Normal
261	1722	20	RLD	63.0	-191.522866	Paved	NaN	Reg	Lvl	AllPub	I	GS	SawyerW	RRAe	Norm	1Fam	1Story	5	5	2004	2004	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1114.0	1114.0	GasA	Ex	Y	SBrkr	1114	0	0	1114	0.0	0.0	1	1	3	1	Gd	6	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	Y	0	39	0	0	0	0	NaN	NaN	NaN	0	8	2009	WD	Normal
262	1723	20	RLD	60.0	5257.004302	Paved	NaN	Reg	Lvl	AllPub	I	GS	SawyerW	RRAe	Norm	1Fam	1Story	5	5	2003	2004	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	GLQ	836.0	Unf	0.0	278.0	1114.0	GasA	Ex	Y	SBrkr	1114	0	0	1114	1.0	0.0	2	0	3	1	Gd	6	TF	0	NaN	Detchd	2004.0	Unf	2.0	576.0	TA	TA	Y	0	42	0	0	0	0	NaN	NaN	NaN	0	6	2009	WD	Normal
263	1724	20	RLD	61.0	15830.432680	Paved	NaN	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	1Story	7	5	2008	2009	Gable	SS	VinylSd	VinylSd	BrkFace	140.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1450.0	1450.0	GasA	Ex	Y	SBrkr	1450	0	0	1450	0.0	0.0	2	0	2	1	Gd	6	TF	0	NaN	Attchd	2008.0	RFn	3.0	788.0	TA	TA	Y	0	93	0	0	0	0	NaN	NaN	NaN	0	2	2009	New	Partial
264	1725	60	RLD	43.0	6083.510678	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	SawyerW	Norm	Norm	1Fam	2Story	7	5	1996	1997	Gable	SS	VinylSd	VinylSd	BrkFace	132.0	Gd	TA	PC	Gd	TA	No	GLQ	637.0	Unf	0.0	276.0	913.0	GasA	Ex	Y	SBrkr	913	1209	0	2122	1.0	0.0	2	1	4	1	Gd	8	TF	1	TA	Attchd	1997.0	RFn	2.0	559.0	TA	TA	Y	0	74	0	0	0	0	NaN	NaN	NaN	0	4	2009	WD	Normal
265	1726	60	RLD	70.0	17203.519040	Paved	NaN	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	2Story	6	6	1992	1992	Gable	SS	HdBoard	HdBoard	None	0.0	Gd	Gd	PC	Gd	Gd	No	GLQ	52.0	Rec	364.0	400.0	816.0	GasA	Ex	Y	SBrkr	833	897	0	1730	0.0	0.0	2	1	3	1	Gd	6	TF	0	NaN	Attchd	1992.0	RFn	2.0	528.0	TA	TA	Y	0	91	0	0	168	0	NaN	NaN	NaN	0	11	2009	WD	Normal
266	1727	120	RLD	50.0	9053.896817	Paved	NaN	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	TwnhsE	1Story	6	5	1990	1991	Gable	SS	Plywood	ImStucc	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1332.0	1332.0	GasA	Gd	Y	SBrkr	1332	0	0	1332	0.0	0.0	2	0	2	1	Gd	5	TF	0	NaN	Attchd	1990.0	RFn	2.0	542.0	TA	TA	Y	0	60	0	0	0	0	NaN	NaN	NaN	0	2	2009	WD	Normal
267	1728	60	RLD	70.0	11376.029250	Paved	NaN	Reg	Lvl	AllPub	I	GS	SawyerW	RRAe	Norm	1Fam	2Story	7	5	1994	1994	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	LwQ	36.0	GLQ	596.0	122.0	754.0	GasA	Ex	Y	SBrkr	754	786	0	1540	1.0	0.0	2	1	3	1	Gd	6	TF	0	NaN	Attchd	1994.0	RFn	2.0	495.0	TA	TA	Y	140	32	0	0	0	0	NaN	NaN	NaN	0	10	2009	WD	Normal
268	1729	60	RLD	NaN	14191.096990	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	SawyerW	Norm	Norm	1Fam	2Story	6	7	1986	1986	Gable	SS	VinylSd	VinylSd	BrkFace	141.0	TA	Gd	CB	Gd	TA	No	Rec	331.0	Unf	0.0	345.0	676.0	GasA	TA	Y	SBrkr	698	702	0	1400	0.0	0.0	2	1	3	1	TA	6	TF	0	NaN	Attchd	1986.0	RFn	2.0	465.0	TA	TA	Y	0	48	0	0	0	0	NaN	NaN	NaN	0	7	2009	WD	Normal
269	1730	90	RLD	75.0	8383.739711	Paved	NaN	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	Duplex	2Story	6	7	1981	1981	Gable	SS	Wd Sdng	Wd Shng	None	0.0	TA	TA	SL	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	TA	Y	SBrkr	964	918	0	1882	0.0	0.0	2	0	4	2	TA	8	TF	2	TA	Attchd	1981.0	Unf	2.0	612.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	5	2009	WD	Normal
270	1731	20	RLD	63.0	6149.495547	Paved	NaN	IR1	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	5	1962	1962	Hip	SS	HdBoard	Plywood	None	0.0	TA	TA	CB	TA	TA	No	LwQ	68.0	BLQ	884.0	28.0	980.0	GasA	Gd	Y	SBrkr	980	0	0	980	1.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Detchd	1969.0	Unf	2.0	400.0	TA	TA	Y	0	28	0	0	0	0	NaN	MnPrv	NaN	0	11	2009	WD	Normal
271	1732	20	RLD	NaN	13434.472530	Paved	NaN	IR1	Lvl	AllPub	C	GS	Sawyer	Feedr	Norm	1Fam	1Story	5	6	1961	1961	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	GLQ	660.0	Unf	0.0	204.0	864.0	GasA	Ex	Y	SBrkr	864	0	0	864	1.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Detchd	1982.0	Unf	2.0	732.0	TA	TA	Y	0	312	0	0	0	0	NaN	NaN	NaN	0	6	2009	WD	Normal
272	1733	20	RLD	NaN	6467.167056	Paved	NaN	IR1	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	5	1961	1961	Gable	SS	Wd Sdng	Plywood	None	0.0	TA	TA	CB	TA	TA	No	BLQ	864.0	Unf	0.0	0.0	864.0	GasA	TA	Y	SBrkr	864	0	0	864	0.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Attchd	1961.0	Unf	1.0	440.0	TA	TA	Y	158	0	0	0	0	0	NaN	NaN	NaN	0	7	2009	WD	Normal
273	1734	20	RLD	NaN	11591.549560	Paved	NaN	IR1	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	5	1965	1965	Gable	SS	HdBoard	Plywood	None	0.0	TA	TA	CB	TA	TA	No	Rec	544.0	Unf	0.0	480.0	1024.0	GasA	Gd	Y	SBrkr	1020	0	0	1020	0.0	0.0	2	0	3	1	TA	5	TF	0	NaN	Attchd	1965.0	Unf	1.0	288.0	TA	TA	Y	171	0	0	0	0	0	NaN	MnPrv	NaN	0	5	2009	Oth	Family
274	1735	20	RLD	NaN	15225.784310	Paved	NaN	IR1	Lvl	AllPub	I	GS	Sawyer	RRAe	Norm	1Fam	1Story	5	8	1963	1995	Gable	SS	Plywood	Plywood	None	0.0	Gd	Gd	CB	TA	TA	No	ALQ	624.0	Unf	0.0	288.0	912.0	GasA	Ex	Y	SBrkr	912	0	0	912	1.0	0.0	1	0	3	1	Gd	6	TF	0	NaN	Attchd	1963.0	RFn	1.0	300.0	TA	TA	Y	0	0	0	0	0	0	NaN	GdWo	NaN	0	10	2009	WD	Normal
275	1736	20	RLD	65.0	13303.567030	Paved	NaN	Reg	Lvl	AllPub	I	GS	Sawyer	Feedr	Norm	1Fam	1Story	5	6	1962	1962	Gable	SS	VinylSd	VinylSd	BrkFace	60.0	TA	TA	CB	TA	TA	No	LwQ	140.0	BLQ	590.0	182.0	912.0	GasA	Gd	Y	SBrkr	912	0	0	912	0.0	1.0	1	0	3	1	TA	6	TF	0	NaN	Attchd	1962.0	Unf	1.0	252.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	10	2009	WD	Normal
276	1737	20	RLD	NaN	3305.393208	Paved	NaN	IR1	Low	AllPub	I	GS	Veenker	Norm	Norm	1Fam	1Story	8	8	1980	1980	Gable	SS	VinylSd	VinylSd	BrkFace	115.0	Gd	Gd	CB	Gd	Gd	Gd	ALQ	1733.0	Rec	92.0	189.0	2014.0	GasA	Gd	Y	SBrkr	2014	0	0	2014	1.0	0.0	2	0	2	1	Gd	6	MajD1	2	Gd	Attchd	1980.0	RFn	3.0	864.0	TA	TA	Y	462	0	0	255	0	0	NaN	MnPrv	NaN	0	4	2009	WD	Normal
277	1738	60	RLD	NaN	10376.958020	Paved	NaN	Reg	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	2Story	7	8	1991	2008	Gable	SS	VinylSd	VinylSd	BrkFace	196.0	Gd	Gd	PC	Gd	TA	No	GLQ	601.0	ALQ	216.0	158.0	975.0	GasA	Ex	Y	SBrkr	975	780	0	1755	0.0	1.0	2	1	3	1	Gd	7	TF	1	TA	Attchd	1991.0	Unf	2.0	524.0	TA	TA	Y	502	60	0	0	0	0	NaN	GdPrv	NaN	0	7	2009	WD	Normal
278	1739	160	FVR	32.0	10368.288520	Paved	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	Twnhs	2Story	7	5	2004	2005	Gable	SS	MetalSd	MetalSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1376.0	1376.0	GasA	Ex	Y	SBrkr	1376	1629	0	3005	0.0	0.0	2	1	3	1	Gd	9	Mod	1	TA	BuiltIn	2004.0	Fin	3.0	704.0	TA	TA	Y	0	177	0	0	0	0	NaN	NaN	NaN	0	7	2009	WD	Normal
279	1740	120	FVR	NaN	6524.139451	Paved	Paved	IR1	Lvl	AllPub	I	GS	Somerst	Norm	Norm	TwnhsE	1Story	6	5	2008	2008	Gable	SS	VinylSd	VinylSd	Stone	280.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1726.0	1726.0	GasA	Ex	Y	SBrkr	1726	0	0	1726	0.0	0.0	2	1	2	1	Gd	6	TF	1	Gd	Attchd	2008.0	Fin	2.0	561.0	TA	TA	Y	0	254	0	0	0	0	NaN	NaN	NaN	0	1	2009	New	Partial
280	1741	120	FVR	NaN	9685.921386	Paved	Paved	IR1	Lvl	AllPub	I	GS	Somerst	Norm	Norm	TwnhsE	1Story	6	5	2008	2008	Gable	SS	VinylSd	VinylSd	Stone	252.0	Gd	TA	PC	Gd	TA	No	GLQ	962.0	Unf	0.0	183.0	1145.0	GasA	Ex	Y	SBrkr	1256	0	0	1256	1.0	0.0	1	1	1	1	Gd	5	TF	1	Gd	Attchd	2008.0	Fin	2.0	641.0	TA	TA	Y	0	169	0	0	0	0	NaN	NaN	NaN	0	3	2009	WD	Normal
281	1742	160	FVR	34.0	13778.946720	Paved	NaN	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	TwnhsE	2Story	6	5	2000	2000	Gable	SS	MetalSd	MetalSd	BrkFace	513.0	Gd	TA	PC	Gd	TA	No	GLQ	507.0	Unf	0.0	249.0	756.0	GasA	Ex	Y	SBrkr	756	756	0	1512	1.0	0.0	2	1	2	1	Gd	4	TF	0	NaN	Detchd	2000.0	Unf	2.0	440.0	TA	TA	Y	0	32	0	0	0	0	NaN	NaN	NaN	0	8	2009	WD	Normal
282	1743	160	FVR	35.0	8079.233692	Paved	NaN	Reg	Lvl	AllPub	FR2P	GS	Somerst	Norm	Norm	TwnhsE	2Story	7	5	1999	1999	Hip	SS	MetalSd	MetalSd	BrkFace	218.0	Gd	TA	PC	Gd	TA	No	GLQ	549.0	Unf	0.0	142.0	691.0	GasA	Ex	Y	SBrkr	713	739	0	1452	1.0	0.0	2	1	3	1	Gd	6	TF	0	NaN	Detchd	1999.0	Unf	2.0	506.0	TA	TA	Y	0	34	0	0	0	0	NaN	NaN	NaN	0	9	2009	WD	Normal
283	1744	20	RLD	NaN	15637.750670	Paved	NaN	IR1	Lvl	AllPub	I	GS	Veenker	Norm	Norm	1Fam	1Story	8	9	1977	2008	Gable	SS	MetalSd	MetalSd	BrkFace	450.0	Ex	Ex	CB	Gd	Gd	Gd	GLQ	1252.0	ALQ	136.0	306.0	1694.0	GasA	Ex	Y	SBrkr	1694	0	0	1694	1.0	0.0	2	0	2	1	Ex	5	TF	1	Gd	Attchd	1977.0	Fin	2.0	642.0	TA	TA	Y	501	120	0	225	0	0	NaN	NaN	NaN	0	6	2009	WD	Normal
284	1745	20	RLD	110.0	5995.623740	Paved	NaN	Reg	Lvl	AllPub	I	GS	Veenker	Norm	Norm	1Fam	1Story	7	5	1981	1981	Gable	SS	BrkFace	BrkFace	None	0.0	Gd	TA	CB	Gd	TA	Mn	LwQ	121.0	Unf	0.0	1619.0	1740.0	GasA	TA	Y	SBrkr	1740	0	0	1740	0.0	0.0	1	1	2	1	Gd	7	TF	0	NaN	Attchd	1981.0	RFn	2.0	540.0	TA	TA	Y	228	20	218	0	0	0	NaN	NaN	NaN	0	6	2009	WD	Normal
285	1746	80	RLD	80.0	11246.748070	Paved	NaN	Reg	Low	AllPub	FR2P	MS	Veenker	Feedr	Norm	1Fam	SLvl	8	5	1976	1976	Gable	SS	Plywood	Plywood	BrkFace	200.0	Gd	Gd	CB	TA	TA	No	Unf	0.0	Unf	0.0	392.0	392.0	GasA	Ex	Y	SBrkr	1487	1012	0	2499	0.0	0.0	2	1	4	1	TA	5	TF	1	Gd	Attchd	1976.0	Unf	2.0	527.0	TA	TA	Y	0	64	0	0	0	0	NaN	NaN	NaN	0	1	2009	WD	Abnorml
286	1747	60	RLD	NaN	7165.990336	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	NWAmes	PosN	Norm	1Fam	2Story	7	6	1974	1974	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	Mn	GLQ	560.0	LwQ	42.0	150.0	752.0	GasA	TA	Y	SBrkr	1285	782	0	2067	0.0	0.0	2	1	3	1	Gd	7	TF	2	TA	Attchd	1974.0	RFn	2.0	784.0	TA	TA	Y	297	40	0	0	0	0	NaN	NaN	NaN	0	6	2009	WD	Normal
287	1748	60	RLD	80.0	8941.684269	Paved	NaN	Reg	Lvl	AllPub	I	GS	NWAmes	PosA	Norm	1Fam	2Story	6	7	1967	1997	Gable	SS	MetalSd	MetalSd	BrkFace	256.0	TA	TA	PC	TA	TA	No	Unf	0.0	Unf	0.0	932.0	932.0	GasA	Gd	Y	SBrkr	1271	1369	0	2640	0.0	0.0	2	1	5	1	Gd	8	TF	1	TA	Attchd	1967.0	RFn	2.0	515.0	TA	TA	Y	0	120	0	0	168	0	NaN	NaN	NaN	0	5	2009	WD	Normal
288	1749	20	RLD	80.0	7727.067107	Paved	NaN	Reg	Lvl	AllPub	I	GS	NWAmes	Feedr	Norm	1Fam	1Story	5	5	1969	1969	Gable	SS	HdBoard	HdBoard	BrkFace	128.0	TA	TA	CB	Gd	TA	Mn	ALQ	553.0	Rec	147.0	588.0	1288.0	GasA	TA	Y	SBrkr	1336	0	0	1336	0.0	1.0	2	0	3	1	TA	6	TF	1	Fa	Attchd	1969.0	RFn	2.0	502.0	TA	TA	Y	312	11	0	0	0	0	NaN	NaN	Shed	650	8	2009	WD	Normal
289	1750	20	RLD	75.0	5882.125414	Paved	NaN	Reg	Lvl	AllPub	I	GS	NWAmes	Feedr	Norm	1Fam	1Story	6	5	1969	1969	Gable	SS	HdBoard	HdBoard	BrkFace	200.0	TA	TA	CB	TA	TA	Av	BLQ	955.0	Unf	0.0	261.0	1216.0	GasA	TA	Y	SBrkr	1216	0	0	1216	1.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Attchd	1969.0	Unf	1.0	336.0	TA	TA	Y	0	0	0	0	0	0	NaN	MnPrv	NaN	0	8	2009	WD	Abnorml
290	1751	60	RLD	NaN	4771.680531	Paved	NaN	IR1	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	2Story	7	7	1977	1992	Hip	SS	HdBoard	HdBoard	BrkFace	283.0	TA	Gd	PC	Gd	TA	No	GLQ	432.0	Unf	0.0	476.0	908.0	GasA	Ex	Y	SBrkr	1316	972	0	2288	0.0	0.0	1	2	4	1	Gd	8	TF	2	TA	Attchd	1977.0	RFn	2.0	520.0	TA	TA	Y	321	72	0	0	156	0	NaN	NaN	NaN	0	11	2009	WD	Normal
291	1752	20	RLD	62.0	2527.540048	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1967	1967	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	PC	TA	TA	No	BLQ	648.0	Unf	0.0	216.0	864.0	GasA	TA	Y	SBrkr	864	0	0	864	0.0	1.0	1	0	2	1	TA	5	TF	0	NaN	Attchd	1967.0	Fin	1.0	312.0	TA	TA	Y	0	0	0	0	0	0	NaN	GdPrv	NaN	0	6	2009	WD	Normal
292	1753	20	RLD	80.0	19510.116710	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1967	1967	Hip	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	1568.0	1568.0	GasA	TA	Y	SBrkr	1568	0	0	1568	0.0	0.0	1	1	3	1	TA	7	TF	0	NaN	Attchd	1967.0	Unf	2.0	440.0	TA	TA	Y	160	40	0	0	0	0	NaN	NaN	NaN	0	3	2009	COD	Normal
293	1754	60	RLD	80.0	10317.008630	Paved	NaN	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	2Story	7	5	1974	1974	Gable	SS	Plywood	Plywood	BrkFace	252.0	TA	TA	CB	TA	TA	No	ALQ	698.0	Unf	0.0	467.0	1165.0	GasA	Gd	Y	SBrkr	1165	896	0	2061	0.0	1.0	2	1	4	1	TA	8	TF	1	TA	Attchd	1974.0	RFn	2.0	498.0	TA	TA	Y	0	77	0	0	196	0	NaN	NaN	NaN	0	5	2009	COD	Abnorml
294	1755	85	RLD	NaN	15445.064460	Paved	NaN	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	SFoyer	6	5	1971	1971	Hip	SS	HdBoard	HdBoard	BrkFace	509.0	TA	TA	CB	Gd	TA	Av	GLQ	962.0	Unf	0.0	270.0	1232.0	GasA	Fa	Y	SBrkr	1320	0	0	1320	0.0	1.0	2	0	3	1	TA	5	TF	1	Gd	Attchd	1971.0	RFn	2.0	495.0	TA	TA	Y	0	20	0	0	0	0	NaN	NaN	NaN	0	5	2009	WD	Normal
295	1756	20	RLD	60.0	12449.975140	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	4	7	1960	1960	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	No	ALQ	734.0	Unf	0.0	160.0	894.0	GasA	Gd	Y	SBrkr	894	0	0	894	1.0	0.0	1	0	2	1	TA	5	TF	1	Po	Detchd	1988.0	Unf	2.0	396.0	TA	TA	Y	0	0	0	360	0	0	NaN	GdWo	NaN	0	8	2009	WD	Normal
296	1757	20	RLD	65.0	9540.997935	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1959	1959	Hip	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	BLQ	403.0	Unf	0.0	461.0	864.0	GasA	Ex	Y	SBrkr	864	0	0	864	0.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Detchd	1960.0	Unf	1.0	308.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	9	2009	WD	Normal
297	1758	20	RLD	NaN	17302.262920	Paved	NaN	IR1	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	4	5	1957	1957	Gable	SS	Wd Sdng	Wd Sdng	BrkFace	160.0	TA	TA	CB	TA	TA	No	BLQ	775.0	Unf	0.0	265.0	1040.0	GasA	TA	Y	SBrkr	1362	0	0	1362	1.0	0.0	1	0	3	1	TA	6	TF	1	Gd	Attchd	1982.0	RFn	3.0	768.0	TA	TA	Y	0	0	84	0	0	0	NaN	MnPrv	NaN	0	5	2009	WD	Normal
298	1759	20	RLD	NaN	18040.522080	Paved	NaN	IR1	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1956	1956	Gable	SS	Wd Sdng	Wd Sdng	BrkFace	70.0	TA	Gd	CB	TA	TA	No	BLQ	625.0	LwQ	201.0	222.0	1048.0	GasA	Fa	Y	SBrkr	1728	0	0	1728	1.0	0.0	2	0	3	1	TA	7	MD1	1	Gd	Detchd	1956.0	Unf	2.0	576.0	TA	TA	Y	0	99	0	0	0	0	NaN	NaN	NaN	0	7	2009	WD	Normal
299	1760	20	RLD	85.0	15513.845680	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1961	1995	Gable	SS	Wd Sdng	Wd Sdng	BrkFace	217.0	TA	TA	CB	TA	TA	No	ALQ	310.0	BLQ	512.0	491.0	1313.0	GasA	TA	Y	SBrkr	1313	0	0	1313	1.0	0.0	1	1	3	1	Gd	6	TF	1	TA	Attchd	1961.0	RFn	2.0	610.0	TA	TA	Y	172	28	0	0	121	0	NaN	MnPrv	NaN	0	2	2009	WD	Normal
300	1761	20	RLD	115.0	10738.533970	Paved	NaN	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1964	1964	Gable	SS	HdBoard	HdBoard	Stone	144.0	TA	Gd	CB	TA	TA	No	LwQ	998.0	Unf	0.0	294.0	1292.0	GasA	TA	Y	SBrkr	1292	0	0	1292	1.0	0.0	1	1	3	1	TA	6	TF	2	Gd	Detchd	1964.0	Unf	2.0	520.0	TA	TA	Y	0	32	0	0	92	0	NaN	NaN	NaN	0	7	2009	COD	Abnorml
301	1762	60	RLD	NaN	12299.662590	Paved	NaN	IR1	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	2Story	5	6	1965	1965	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	CB	TA	TA	No	ALQ	388.0	Unf	0.0	356.0	744.0	GasA	TA	Y	SBrkr	825	1315	0	2140	0.0	0.0	2	1	4	1	TA	7	TF	1	TA	Attchd	1965.0	Fin	2.0	549.0	TA	TA	Y	0	40	264	0	0	0	NaN	MnPrv	NaN	0	6	2009	WD	Normal
302	1763	80	RLD	85.0	11810.021270	Paved	NaN	Reg	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	SLvl	6	6	1961	1961	Hip	SS	HdBoard	HdBoard	BrkFace	90.0	TA	TA	CB	TA	TA	Gd	ALQ	568.0	Unf	0.0	640.0	1208.0	GasA	Ex	Y	SBrkr	1576	0	0	1576	1.0	0.0	1	0	4	1	Gd	7	TF	1	Po	BuiltIn	1961.0	Fin	2.0	368.0	TA	TA	Y	85	0	0	0	0	0	NaN	NaN	NaN	0	9	2009	WD	Normal
303	1764	20	RLD	68.0	9567.334714	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1955	1955	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	Rec	100.0	ALQ	247.0	613.0	960.0	GasA	Gd	Y	SBrkr	960	0	0	960	1.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Attchd	1955.0	RFn	1.0	330.0	TA	TA	Y	0	70	0	0	0	0	NaN	MnPrv	NaN	0	2	2009	WD	Normal
304	1765	20	RLD	90.0	11501.455490	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Feedr	Norm	1Fam	1Story	6	5	1967	1967	Gable	SS	BrkComm	Brk Cmn	None	0.0	Gd	TA	CB	TA	TA	No	Rec	1173.0	Unf	0.0	507.0	1680.0	GasA	TA	Y	SBrkr	1691	0	0	1691	1.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Attchd	1967.0	Unf	2.0	550.0	Gd	TA	Y	0	67	260	0	0	0	NaN	MnPrv	NaN	0	4	2009	WD	Normal
305	1766	20	RLD	92.0	7815.821454	Paved	NaN	IR1	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	6	6	1961	1961	Hip	SS	MetalSd	MetalSd	BrkFace	3.0	TA	TA	CB	TA	TA	No	Rec	1312.0	Unf	0.0	141.0	1453.0	GasA	Ex	Y	SBrkr	1453	0	0	1453	1.0	0.0	2	0	3	1	TA	6	TF	1	TA	Attchd	1961.0	RFn	2.0	530.0	TA	TA	Y	0	49	0	0	288	0	NaN	GdPrv	NaN	0	4	2009	WD	Normal
306	1767	20	RLD	80.0	11984.301940	Paved	NaN	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	8	1966	2008	Gable	SS	MetalSd	MetalSd	BrkFace	210.0	TA	Gd	CB	TA	TA	No	ALQ	1387.0	Unf	0.0	175.0	1562.0	GasA	Gd	Y	SBrkr	1567	0	0	1567	1.0	0.0	2	0	2	1	Gd	5	TF	2	Gd	Attchd	1966.0	Unf	2.0	542.0	TA	TA	Y	0	110	0	0	342	0	NaN	GdWo	NaN	0	7	2009	WD	Normal
307	1768	20	RLD	73.0	2556.432749	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1956	1956	Gable	SS	Wd Sdng	Wd Sdng	BrkFace	164.0	Gd	TA	CB	TA	TA	No	ALQ	856.0	Unf	0.0	313.0	1169.0	GasA	TA	Y	SBrkr	1144	0	0	1144	1.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Attchd	1956.0	RFn	1.0	286.0	TA	TA	Y	257	0	0	0	0	0	NaN	NaN	NaN	0	6	2009	WD	Normal
308	1769	20	RLD	NaN	8963.227728	Paved	NaN	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	7	6	1960	1960	Gable	SS	Plywood	Plywood	BrkFace	128.0	TA	TA	CB	TA	TA	No	BLQ	544.0	Unf	0.0	785.0	1329.0	GasA	Gd	Y	SBrkr	1329	0	0	1329	0.0	0.0	1	1	3	1	TA	5	TF	2	Gd	Attchd	1960.0	Unf	2.0	441.0	TA	TA	Y	0	0	203	0	0	0	NaN	NaN	NaN	0	8	2009	WD	Normal
309	1770	20	RLD	66.0	15611.260500	Paved	NaN	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	8	1959	1998	Hip	SS	MetalSd	MetalSd	None	0.0	Gd	TA	CB	TA	TA	No	ALQ	708.0	Unf	0.0	280.0	988.0	GasA	TA	Y	SBrkr	988	0	0	988	1.0	0.0	2	0	3	1	Gd	6	TF	0	NaN	Attchd	1959.0	Unf	1.0	297.0	TA	TA	Y	156	0	0	0	0	0	NaN	NaN	NaN	0	6	2009	WD	Normal
310	1771	20	RLD	70.0	12355.375270	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1956	1956	Gable	SS	BrkFace	BrkFace	None	0.0	TA	TA	CB	TA	TA	No	Rec	435.0	BLQ	202.0	565.0	1202.0	GasA	TA	Y	SBrkr	1202	0	0	1202	0.0	1.0	1	0	3	1	TA	6	TF	0	NaN	Attchd	1956.0	RFn	1.0	304.0	TA	TA	Y	0	35	120	0	0	0	NaN	GdWo	NaN	0	11	2009	COD	Abnorml
311	1772	20	RLD	70.0	15212.654260	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1955	1955	Gable	SS	AsbShng	AsbShng	None	0.0	TA	TA	CB	TA	TA	No	Rec	172.0	LwQ	483.0	727.0	1382.0	GasA	Gd	Y	FuseA	1382	0	0	1382	0.0	1.0	1	0	3	1	Gd	6	TF	0	NaN	Attchd	1955.0	Unf	1.0	350.0	TA	TA	Y	280	0	0	0	0	0	NaN	GdWo	NaN	0	7	2009	WD	Normal
312	1773	20	RLD	80.0	6017.113611	Paved	NaN	Reg	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	4	5	1956	1956	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	TA	TA	No	Rec	155.0	LwQ	750.0	295.0	1200.0	GasA	TA	Y	SBrkr	1200	0	0	1200	1.0	0.0	1	0	3	1	TA	6	TF	2	Gd	Attchd	1956.0	Unf	1.0	294.0	TA	TA	Y	0	189	140	0	0	0	NaN	NaN	NaN	0	11	2009	WD	Family
313	1774	90	RLD	76.0	9585.804210	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	Duplex	1Story	5	4	1958	1958	Hip	SS	Wd Sdng	Wd Sdng	BrkFace	657.0	TA	TA	PC	TA	TA	No	Unf	0.0	Unf	0.0	1866.0	1866.0	GasA	Ex	Y	SBrkr	1866	0	0	1866	0.0	0.0	2	0	4	2	TA	8	TF	0	NaN	Detchd	1958.0	Unf	2.0	495.0	TA	Fa	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	12	2009	WD	Normal
314	1775	20	RLD	53.0	11681.602380	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	NAmes	Norm	Norm	1Fam	1Story	6	7	1954	1954	Hip	SS	MetalSd	MetalSd	BrkFace	80.0	TA	TA	CB	TA	TA	No	ALQ	490.0	Unf	0.0	572.0	1062.0	GasA	Gd	Y	SBrkr	1062	0	0	1062	1.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Attchd	1954.0	Unf	1.0	297.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	2	2009	WD	Normal
315	1776	20	RLD	67.0	9673.234717	Paved	NaN	Reg	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1951	1951	Hip	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Rec	308.0	Unf	0.0	323.0	631.0	GasA	TA	Y	FuseA	1112	0	0	1112	0.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Basment	1951.0	Unf	2.0	480.0	TA	TA	Y	0	0	0	0	255	0	NaN	NaN	NaN	0	10	2009	WD	Normal
316	1777	30	RLD	80.0	15921.240770	Paved	NaN	Reg	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1945	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	CB	TA	TA	No	BLQ	700.0	Unf	0.0	93.0	793.0	GasA	TA	Y	SBrkr	793	0	0	793	1.0	0.0	1	0	2	1	Fa	4	TF	0	NaN	Detchd	1945.0	Unf	1.0	240.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	8	2009	WD	Normal
317	1778	20	RLD	60.0	2657.103354	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	8	1952	2005	Hip	SS	Wd Sdng	Wd Sdng	None	0.0	Gd	TA	CB	TA	TA	No	GLQ	931.0	Unf	0.0	100.0	1031.0	GasA	Gd	Y	SBrkr	1031	0	0	1031	1.0	0.0	1	0	2	1	Gd	5	TF	0	NaN	Attchd	1952.0	Unf	1.0	230.0	TA	TA	Y	0	0	0	0	0	0	NaN	MnPrv	NaN	0	3	2009	WD	Normal
318	1779	20	RLD	75.0	-2394.838965	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1953	1953	Hip	SS	Wd Sdng	Wd Sdng	BrkFace	140.0	TA	TA	SL	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	TA	Y	FuseA	1210	0	0	1210	0.0	0.0	1	1	2	1	TA	7	TF	0	NaN	Attchd	1953.0	Fin	1.0	616.0	TA	TA	Y	208	0	100	0	0	0	NaN	MnPrv	NaN	0	8	2009	ConLD	Normal
319	1780	60	RLD	78.0	5066.995996	Paved	NaN	Reg	Lvl	AllPub	C	GS	NAmes	Artery	Norm	1Fam	2Story	7	7	1948	1999	Gable	SS	WdShing	Wd Shng	None	0.0	TA	TA	CB	TA	TA	Mn	ALQ	699.0	Unf	0.0	0.0	699.0	GasA	Ex	Y	FuseA	801	726	0	1527	1.0	0.0	1	1	3	1	TA	6	TF	1	Gd	Attchd	1948.0	Unf	2.0	410.0	TA	TA	Y	0	0	134	0	0	0	NaN	GdWo	NaN	0	12	2009	WD	Normal
320	1781	20	RLD	60.0	8447.263078	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1950	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	BLQ	390.0	Unf	0.0	810.0	1200.0	GasA	TA	Y	SBrkr	1200	0	0	1200	0.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Attchd	1950.0	Fin	1.0	246.0	TA	TA	Y	126	0	0	0	0	0	NaN	GdWo	NaN	0	8	2009	WD	Normal
321	1782	20	RLD	53.0	19109.280760	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1Story	3	5	1958	1958	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	792.0	792.0	GasA	Gd	Y	FuseA	792	0	0	792	0.0	0.0	1	0	2	1	TA	4	TF	0	NaN	Attchd	1958.0	Unf	1.0	366.0	Fa	TA	Y	0	90	0	0	0	0	NaN	NaN	NaN	0	8	2009	WD	Normal
322	1783	60	RLD	60.0	11930.306910	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	2Story	5	7	1939	2006	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	BT	TA	TA	No	Unf	0.0	Unf	0.0	676.0	676.0	GasA	Ex	Y	SBrkr	676	676	0	1352	0.0	1.0	2	0	4	1	Gd	7	TF	0	NaN	Detchd	1939.0	Unf	2.0	720.0	TA	TA	Y	187	0	128	0	0	0	NaN	NaN	NaN	0	8	2009	WD	Normal
323	1784	70	RLD	80.0	8799.590762	Paved	NaN	Reg	Lvl	AllPub	C	GS	OldTown	Norm	Norm	1Fam	2Story	4	8	1900	2003	Gable	SS	MetalSd	MetalSd	None	0.0	Gd	Gd	BT	Fa	TA	No	Unf	0.0	Unf	0.0	405.0	405.0	GasA	Gd	Y	SBrkr	717	322	0	1039	0.0	0.0	1	0	2	1	TA	6	TF	0	NaN	Detchd	1940.0	Unf	1.0	281.0	TA	TA	N	0	0	168	0	111	0	NaN	NaN	NaN	0	5	2009	WD	Normal
324	1785	30	RLD	60.0	6283.663842	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1Story	5	7	1925	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	1054.0	1054.0	GasA	Ex	Y	SBrkr	1078	0	0	1078	0.0	0.0	1	0	3	1	Ex	6	TF	0	NaN	Detchd	1987.0	Unf	1.0	264.0	TA	TA	N	0	0	0	0	112	0	NaN	GdWo	NaN	0	12	2009	WD	Normal
325	1786	50	RLD	60.0	9612.741628	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1.5Fin	4	5	1915	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	1313.0	1313.0	GasA	TA	Y	SBrkr	1313	0	1064	2377	0.0	0.0	2	0	3	1	Gd	8	MD2	1	TA	Detchd	1954.0	Unf	2.0	528.0	TA	TA	Y	0	0	432	0	0	0	NaN	NaN	NaN	0	6	2009	WD	Normal
326	1787	70	RLD	60.0	9872.371041	Paved	NaN	Reg	Lvl	AllPub	C	GS	OldTown	Artery	Norm	1Fam	2Story	7	9	1910	2008	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	Gd	PC	TA	TA	No	Unf	0.0	Unf	0.0	560.0	560.0	GasA	Ex	Y	SBrkr	930	760	0	1690	0.0	0.0	2	0	4	1	Gd	5	TF	0	NaN	Detchd	2008.0	Unf	2.0	624.0	TA	TA	Y	0	0	112	0	0	0	NaN	NaN	NaN	0	8	2009	WD	Normal
327	1788	30	RLD	90.0	7749.210996	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	Artery	Norm	1Fam	1Story	2	5	1940	1950	Gable	SS	Stucco	Stucco	None	0.0	Fa	TA	PC	Fa	TA	No	Unf	0.0	Unf	0.0	416.0	416.0	GasA	Gd	N	FuseA	599	0	0	599	1.0	0.0	1	0	2	1	Gd	4	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	0	81	0	0	0	0	NaN	NaN	NaN	0	6	2009	WD	Normal
328	1789	30	RLD	60.0	17982.202610	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1Story	5	7	1920	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	720.0	720.0	GasA	TA	N	SBrkr	846	0	0	846	0.0	0.0	1	0	2	1	Gd	4	TF	0	NaN	Detchd	1980.0	Fin	2.0	576.0	TA	TA	N	0	0	0	0	0	0	NaN	NaN	NaN	0	6	2009	WD	Normal
329	1790	30	RLD	60.0	22086.846510	Paved	Grvl	Reg	Lvl	AllPub	C	GS	OldTown	Norm	Norm	1Fam	1Story	3	5	1890	1998	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	630.0	630.0	GasA	TA	Y	FuseA	725	0	0	725	0.0	0.0	1	1	1	1	TA	4	TF	0	NaN	Detchd	1959.0	Unf	1.0	320.0	TA	TA	Y	0	30	0	0	0	0	NaN	NaN	NaN	0	11	2009	WD	Normal
330	1791	90	RLD	81.0	13272.197600	Paved	NaN	Reg	Lvl	AllPub	C	GS	NAmes	Artery	Norm	Duplex	2Story	6	5	1969	1969	Gable	SS	MetalSd	MetalSd	Stone	480.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	1248.0	1248.0	GasA	TA	Y	SBrkr	1248	1296	0	2544	0.0	0.0	2	2	6	2	TA	12	TF	0	NaN	Attchd	1969.0	RFn	3.0	907.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	8	2009	WD	Normal
331	1792	20	RLD	83.0	11559.588030	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	7	1963	1963	Gable	SS	HdBoard	HdBoard	BrkFace	295.0	TA	TA	CB	TA	TA	No	Rec	384.0	Unf	0.0	996.0	1380.0	GasA	Fa	Y	SBrkr	1380	0	0	1380	0.0	0.0	1	1	3	1	TA	6	TF	0	NaN	Attchd	1963.0	Unf	1.0	364.0	TA	TA	Y	0	0	0	0	216	0	NaN	GdWo	NaN	0	6	2009	WD	Normal
332	1793	20	RLD	77.0	2974.555998	Paved	NaN	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	4	1967	1967	Gable	SS	HdBoard	HdBoard	None	0.0	Fa	TA	CB	TA	Fa	No	BLQ	872.0	Rec	60.0	108.0	1040.0	GasA	Gd	Y	SBrkr	1040	0	0	1040	1.0	0.0	1	0	3	1	TA	6	MD1	1	Po	Attchd	1967.0	RFn	2.0	480.0	TA	TA	Y	0	0	156	0	0	0	NaN	MnPrv	NaN	0	5	2009	WD	Normal
333	1794	20	RLD	62.0	2565.660132	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	9	1958	2007	Hip	SS	Wd Sdng	Wd Sdng	None	0.0	Gd	Gd	CB	TA	TA	Mn	GLQ	745.0	Unf	0.0	206.0	951.0	GasA	Gd	Y	SBrkr	951	0	0	951	1.0	0.0	1	0	2	1	Gd	6	TF	0	NaN	Detchd	1985.0	Unf	2.0	480.0	TA	TA	Y	0	0	42	0	0	0	NaN	NaN	Shed	450	9	2009	WD	Normal
334	1795	20	RLD	90.0	1184.524471	Paved	NaN	IR1	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	6	6	1957	1957	Hip	SS	Plywood	Plywood	Stone	143.0	TA	TA	CB	TA	TA	No	Rec	546.0	Unf	0.0	559.0	1105.0	GasA	Gd	Y	FuseA	1105	0	0	1105	0.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Detchd	1957.0	Unf	1.0	308.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	4	2009	WD	Normal
335	1796	20	RLD	80.0	9538.077151	Paved	NaN	IR1	HLS	AllPub	I	MS	NAmes	Norm	Norm	1Fam	1Story	6	6	1958	1958	Flat	TG	Wd Sdng	Wd Sdng	BrkFace	82.0	TA	TA	CB	Gd	TA	Gd	Unf	0.0	Unf	0.0	160.0	160.0	GasA	Fa	Y	SBrkr	1142	0	0	1142	0.0	0.0	1	0	2	1	TA	5	TF	1	Gd	Basment	1958.0	RFn	1.0	384.0	TA	TA	Y	0	28	64	0	0	0	NaN	NaN	NaN	0	4	2009	WD	Normal
336	1797	50	RLD	60.0	10005.525580	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Artery	Norm	1Fam	1.5Fin	6	5	1950	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	Av	Rec	621.0	Unf	0.0	174.0	795.0	GasA	Gd	N	SBrkr	765	368	0	1133	0.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Detchd	1989.0	Unf	2.0	900.0	TA	TA	Y	0	0	0	0	231	0	NaN	NaN	NaN	0	12	2009	COD	Abnorml
337	1798	20	RLD	71.0	5863.823445	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1958	1958	Hip	SS	BrkFace	BrkFace	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	1041.0	1041.0	GasA	Gd	Y	SBrkr	1041	0	0	1041	0.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Attchd	1958.0	RFn	1.0	294.0	TA	TA	Y	0	0	0	0	0	0	NaN	GdWo	NaN	0	3	2009	WD	Normal
338	1799	20	RLD	60.0	12752.113980	Paved	NaN	Reg	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1952	1952	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	CB	TA	Gd	No	ALQ	630.0	BLQ	102.0	0.0	732.0	GasA	TA	Y	SBrkr	732	0	0	732	1.0	0.0	1	0	2	1	TA	4	TF	0	NaN	Detchd	1952.0	Unf	1.0	240.0	TA	TA	Y	0	68	0	0	0	0	NaN	NaN	NaN	0	9	2009	WD	Normal
339	1800	80	RLD	80.0	3830.981167	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	SLvl	5	5	1959	1959	Gable	SS	BrkFace	Plywood	None	0.0	TA	TA	CB	Gd	TA	Av	GLQ	433.0	Rec	95.0	0.0	528.0	GasA	TA	Y	SBrkr	1183	0	0	1183	1.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Attchd	1959.0	RFn	1.0	288.0	TA	TA	Y	0	0	0	0	0	0	NaN	GdWo	NaN	0	7	2009	WD	Normal
340	1801	50	RLD	60.0	10024.177120	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Artery	Norm	1Fam	1.5Fin	4	7	1949	1996	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	832.0	832.0	GasA	TA	Y	FuseF	832	629	0	1461	0.0	0.0	2	0	4	1	TA	6	TF	0	NaN	Detchd	1949.0	Unf	1.0	384.0	TA	TA	Y	0	204	0	0	0	0	NaN	NaN	NaN	0	8	2009	WD	Normal
341	1802	50	RLD	60.0	6415.670397	Paved	NaN	Reg	Lvl	AllPub	C	GS	NAmes	Artery	Norm	1Fam	1.5Fin	6	7	1948	1994	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	LwQ	120.0	Unf	0.0	744.0	864.0	GasA	TA	Y	SBrkr	1064	0	431	1495	0.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Detchd	1994.0	Unf	2.0	576.0	TA	TA	Y	180	36	0	0	0	0	NaN	NaN	NaN	0	8	2009	COD	Abnorml
342	1803	60	RLD	76.0	5164.731304	Paved	NaN	Reg	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	2Story	6	5	1964	1964	Gable	SS	HdBoard	HdBoard	BrkFace	420.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	780.0	780.0	GasA	TA	Y	SBrkr	993	813	0	1806	0.0	0.0	1	1	4	1	TA	8	TF	0	NaN	Attchd	1964.0	Unf	2.0	483.0	TA	TA	Y	0	55	0	0	0	0	NaN	NaN	NaN	0	3	2009	WD	Normal
343	1804	90	RLD	75.0	13949.057610	Paved	NaN	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	Duplex	SFoyer	5	7	1978	1978	Gable	SS	Plywood	Plywood	BrkFace	124.0	TA	Gd	CB	Gd	TA	Av	GLQ	941.0	Unf	0.0	0.0	941.0	GasA	Gd	Y	SBrkr	941	0	0	941	1.0	0.0	1	0	2	1	Gd	4	TF	0	NaN	Attchd	1978.0	Unf	2.0	564.0	TA	TA	Y	0	40	0	0	0	0	NaN	NaN	NaN	0	11	2009	WD	Normal
344	1805	20	RLD	80.0	15973.555590	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	6	1963	1963	Hip	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	BLQ	826.0	Unf	0.0	219.0	1045.0	GasA	TA	Y	SBrkr	1045	0	0	1045	1.0	0.0	1	0	3	1	TA	6	TF	1	Fa	Attchd	1963.0	RFn	1.0	264.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	4	2009	WD	Normal
345	1806	50	RMD	68.0	11568.632780	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	1.5Fin	6	8	1935	1998	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	PC	TA	TA	No	Unf	0.0	Unf	0.0	901.0	901.0	GasA	Gd	Y	SBrkr	861	517	0	1378	0.0	0.0	1	0	3	1	Gd	6	TF	0	NaN	Detchd	1920.0	Unf	1.0	162.0	Fa	Fa	P	54	0	40	0	0	0	NaN	NaN	NaN	0	6	2009	WD	NoRMDal
346	1807	90	RMD	57.0	7400.274157	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	Duplex	2Story	6	5	1910	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	Mn	LwQ	633.0	Unf	0.0	339.0	972.0	GasA	Gd	N	FuseA	972	972	0	1944	1.0	0.0	2	0	4	2	TA	12	TF	0	NaN	Detchd	1920.0	Unf	2.0	324.0	Fa	TA	N	0	28	169	0	0	0	NaN	NaN	NaN	0	6	2009	WD	NoRMDal
347	1808	50	RMD	90.0	11639.089850	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	1.5Fin	5	8	1910	2003	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	CB	TA	TA	No	Unf	0.0	Unf	0.0	240.0	240.0	GasA	TA	Y	SBrkr	810	496	0	1306	0.0	0.0	1	1	3	1	Gd	6	TF	0	NaN	Detchd	1959.0	Unf	2.0	472.0	Fa	TA	N	0	0	0	0	0	0	NaN	MnPrv	NaN	0	7	2009	WD	NoRMDal
348	1809	70	RMD	90.0	11909.543300	Paved	NaN	Reg	Lvl	AllPub	C	GS	OldTown	NoRMD	NoRMD	1Fam	2Story	5	8	1910	2002	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	504.0	504.0	GasA	Ex	Y	SBrkr	764	700	0	1464	0.0	0.0	2	0	3	1	TA	7	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	0	0	176	0	0	0	NaN	NaN	NaN	0	3	2009	WD	NoRMDal
349	1810	70	RMD	57.0	9364.294920	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	2Story	5	6	1939	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	ALQ	421.0	Unf	0.0	269.0	690.0	GasA	TA	Y	FuseA	868	690	0	1558	0.0	0.0	1	1	3	1	TA	7	TF	1	Gd	Detchd	1939.0	Unf	2.0	400.0	TA	TA	Y	0	36	0	0	182	0	NaN	MnPrv	NaN	0	10	2009	WD	NoRMDal
350	1811	190	RMD	63.0	1218.650577	Paved	NaN	Reg	Lvl	AllPub	C	GS	OldTown	Artery	NoRMD	2fmCon	2Story	4	6	1920	1950	Gable	SS	AsbShng	AsbShng	None	0.0	Fa	TA	BT	Fa	Po	No	Unf	0.0	Unf	0.0	600.0	600.0	GasA	Gd	N	SBrkr	1101	600	0	1701	0.0	0.0	2	0	4	2	Fa	8	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	0	0	148	0	0	0	NaN	NaN	NaN	0	10	2009	WD	NoRMDal
351	1812	50	RMD	56.0	12271.596310	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	1.5Fin	5	5	1910	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	Fa	TA	No	Unf	0.0	Unf	0.0	801.0	801.0	GasA	Gd	N	SBrkr	801	646	0	1447	0.0	0.0	1	0	3	1	TA	6	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	80	0	244	0	0	0	NaN	NaN	NaN	0	7	2009	WD	NoRMDal
352	1813	50	RMD	50.0	8688.780619	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	1.5Fin	5	7	1950	1970	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	Ex	CB	TA	TA	No	BLQ	384.0	Unf	0.0	384.0	768.0	GasA	TA	Y	FuseA	768	560	0	1328	0.0	0.0	1	1	3	1	TA	6	TF	0	NaN	Detchd	1950.0	Unf	1.0	308.0	TA	TA	Y	0	12	0	0	0	0	NaN	MnPrv	NaN	0	3	2009	WD	NoRMDal
353	1814	30	RMD	62.0	9355.353766	Paved	NaN	Reg	Lvl	AllPub	C	GS	OldTown	NoRMD	NoRMD	1Fam	1Story	4	6	1920	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	Fa	TA	No	Unf	0.0	Unf	0.0	861.0	861.0	GasA	TA	Y	SBrkr	861	0	0	861	0.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Detchd	1920.0	Unf	2.0	288.0	TA	TA	N	0	0	128	0	0	0	NaN	NaN	NaN	0	11	2009	Oth	NoRMDal
354	1815	30	RMD	50.0	10011.410180	Paved	NaN	Reg	Lvl	AllPub	C	GS	OldTown	NoRMD	NoRMD	1Fam	1Story	2	4	1940	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	BT	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	Fa	N	FuseA	612	0	0	612	0.0	0.0	1	0	1	1	TA	4	TF	0	NaN	Detchd	1965.0	Unf	1.0	308.0	TA	Fa	N	0	0	25	0	0	0	NaN	NaN	NaN	0	10	2009	WD	NoRMDal
355	1816	30	RMD	60.0	8403.110299	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	1Story	5	8	1923	1950	Gable	SS	Stucco	Stucco	None	0.0	Gd	TA	PC	Fa	TA	No	Unf	0.0	Unf	0.0	624.0	624.0	GasA	TA	Y	SBrkr	792	0	0	792	0.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Detchd	1963.0	Unf	1.0	287.0	TA	TA	Y	0	0	81	0	0	0	NaN	GdWo	NaN	0	2	2009	WD	NoRMDal
356	1817	70	RMD	60.0	13763.771830	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	2Story	4	4	1910	1950	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	Gd	BT	Fa	TA	No	Unf	0.0	Unf	0.0	677.0	677.0	GasA	TA	Y	SBrkr	833	677	0	1510	0.0	0.0	2	0	3	1	Gd	7	TF	0	NaN	Detchd	1974.0	Unf	2.0	720.0	TA	TA	N	0	0	160	0	0	0	NaN	NaN	NaN	0	6	2009	WD	NoRMDal
357	1818	70	RMD	70.0	19581.135310	Paved	NaN	Reg	Lvl	AllPub	C	GS	OldTown	Artery	NoRMD	1Fam	2Story	6	7	1900	1950	Gable	SS	Stucco	BrkFace	None	0.0	TA	TA	BT	Fa	Gd	Mn	Unf	0.0	Unf	0.0	917.0	917.0	GasA	Gd	Y	FuseA	1090	917	0	2007	0.0	0.0	2	0	3	1	Ex	8	TF	0	NaN	Detchd	1930.0	Unf	1.0	357.0	TA	TA	Y	0	235	0	0	0	0	NaN	NaN	NaN	0	6	2009	WD	NoRMDal
358	1819	70	RMD	60.0	13753.122720	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	2Story	6	7	1917	2007	Gable	SS	Stucco	Stucco	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	624.0	624.0	GasA	Ex	Y	SBrkr	664	624	0	1288	1.0	0.0	1	0	3	1	Ex	5	TF	1	Gd	Attchd	1917.0	Unf	1.0	280.0	TA	TA	N	0	103	0	0	0	0	NaN	NaN	NaN	0	5	2009	WD	NoRMDal
359	1820	30	Commer	NaN	2008.999949	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1Story	4	3	1910	1950	Gable	SS	Stucco	Stucco	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	624.0	624.0	GasA	Ex	Y	SBrkr	816	0	0	816	0.0	0.0	1	0	2	1	TA	5	TF	1	Gd	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	0	33	0	0	0	0	NaN	NaN	NaN	0	6	2009	WD	Normal
360	1821	50	RMD	60.0	13848.819130	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	1.5Fin	6	6	1920	1950	Gable	SS	MetalSd	MetalSd	None	0.0	Fa	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	972.0	972.0	GasA	Ex	Y	SBrkr	1044	0	436	1480	0.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Detchd	1920.0	Unf	1.0	207.0	Fa	TA	Y	0	0	176	0	0	0	NaN	NaN	NaN	0	9	2009	ConLI	Family
361	1822	70	RMD	60.0	9455.846741	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	2Story	6	7	1910	2002	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	PC	TA	TA	No	Unf	0.0	Unf	0.0	741.0	741.0	GasA	Ex	Y	SBrkr	780	741	0	1521	0.0	0.0	1	0	4	1	Gd	8	TF	0	NaN	Detchd	1950.0	Unf	3.0	640.0	TA	TA	Y	0	0	238	0	0	0	NaN	MnPrv	NaN	0	9	2009	WD	NoRMDal
362	1823	30	Commer	72.0	4520.767179	Paved	NaN	Reg	Lvl	AllPub	C	GS	IDOTRR	Norm	Norm	1Fam	1Story	3	3	1900	1950	Mansard	SS	AsbShng	AsbShng	None	0.0	TA	Fa	CB	Fa	TA	No	Unf	0.0	Unf	0.0	245.0	245.0	GasA	TA	N	SBrkr	797	0	0	797	0.0	0.0	1	0	2	1	TA	5	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	0	36	94	0	0	0	NaN	NaN	NaN	0	9	2009	WD	Abnorml
363	1824	30	RLD	NaN	6535.154241	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	1Story	6	6	1923	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	1022.0	1022.0	GasA	TA	N	FuseA	1432	0	0	1432	0.0	0.0	1	0	3	1	Gd	6	TF	1	Gd	BuiltIn	1923.0	Unf	1.0	216.0	Fa	TA	Y	266	61	0	0	0	0	NaN	GdWo	NaN	0	9	2009	WD	Normal
364	1825	70	RLD	50.0	13131.720420	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrkSide	RRAn	Norm	1Fam	1.5Fin	5	7	1930	1982	Gable	SS	WdShing	Wd Shng	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	297.0	297.0	GasA	Ex	Y	SBrkr	1001	653	0	1654	0.0	0.0	2	0	3	1	TA	7	TF	1	Gd	Detchd	1955.0	Unf	1.0	336.0	TA	TA	N	244	60	0	0	0	0	NaN	NaN	NaN	0	5	2009	WD	Normal
365	1826	50	RMD	60.0	9864.009676	Paved	NaN	Reg	Lvl	AllPub	C	GS	BrkSide	NoRMD	NoRMD	1Fam	1.5Fin	5	5	1924	1950	Gable	SS	Stucco	Stucco	BrkFace	444.0	TA	TA	BT	TA	TA	No	Rec	220.0	Unf	0.0	248.0	468.0	GasA	Gd	Y	SBrkr	822	320	0	1142	0.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Attchd	1924.0	Fin	1.0	320.0	TA	TA	Y	0	0	98	0	0	0	NaN	NaN	NaN	0	6	2009	WD	NoRMDal
366	1827	30	RMD	51.0	12429.567180	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrkSide	NoRMD	NoRMD	1Fam	1Story	5	6	1925	1999	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	960.0	960.0	GasA	Gd	Y	SBrkr	995	0	0	995	0.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Detchd	1926.0	Unf	1.0	264.0	TA	TA	Y	0	15	51	0	0	0	NaN	MnPrv	NaN	0	3	2009	WD	AbnoRMDl
367	1828	50	RMD	51.0	11713.651600	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrkSide	NoRMD	NoRMD	1Fam	1.5Fin	5	6	1938	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	Fa	No	LwQ	273.0	Unf	0.0	679.0	952.0	GasA	TA	Y	FuseA	994	588	0	1582	0.0	0.0	2	0	3	1	TA	6	TF	1	Gd	Detchd	1938.0	Unf	1.0	250.0	Fa	TA	Y	189	0	34	150	0	0	NaN	NaN	NaN	0	2	2009	WD	NoRMDal
368	1829	30	RMD	50.0	13624.205660	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrkSide	NoRMD	NoRMD	1Fam	1Story	5	5	1925	1950	Hip	SS	Wd Sdng	Wd Sdng	None	0.0	TA	Fa	BT	TA	TA	No	LwQ	134.0	Unf	0.0	938.0	1072.0	GasA	TA	Y	SBrkr	1072	0	0	1072	1.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Detchd	1982.0	Unf	5.0	1184.0	Fa	TA	P	0	0	105	0	0	0	NaN	NaN	NaN	0	8	2009	WD	NoRMDal
369	1830	70	RMD	57.0	12807.079250	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	2Story	6	6	1915	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	PC	TA	TA	No	Unf	0.0	Unf	0.0	1048.0	1048.0	GasA	Gd	Y	FuseA	1048	720	0	1768	0.0	0.0	2	0	3	1	TA	8	TF	0	NaN	Detchd	1930.0	Unf	2.0	576.0	Fa	Fa	Y	0	0	150	0	0	0	NaN	NaN	NaN	0	6	2009	WD	NoRMDal
370	1831	70	RMD	68.0	2778.392770	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	2Story	7	8	1915	1994	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	Gd	BT	TA	TA	No	Unf	0.0	Unf	0.0	672.0	672.0	GasA	Fa	Y	SBrkr	1272	672	0	1944	0.0	0.0	2	0	3	1	TA	8	MD2	0	NaN	Detchd	1915.0	Unf	1.0	216.0	TA	TA	N	24	28	0	0	0	0	NaN	NaN	Shed	400	6	2009	WD	NoRMDal
371	1832	90	RMD	50.0	8906.501890	Paved	Grvl	Reg	Bnk	AllPub	I	GS	OldTown	NoRMD	NoRMD	Duplex	2Story	5	1	1922	1950	Hip	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	Fa	No	Unf	0.0	Unf	0.0	1040.0	1040.0	GasA	TA	N	SBrkr	1088	1040	0	2128	0.0	0.0	2	0	4	2	TA	11	Sev	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	Y	0	56	0	0	0	0	NaN	NaN	NaN	0	9	2009	WD	AbnoRMDl
372	1833	70	RMD	57.0	4216.541874	Paved	NaN	Reg	Lvl	AllPub	I	GS	IDOTRR	NoRMD	NoRMD	1Fam	2Story	6	5	1927	1950	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	TA	Fa	No	BLQ	522.0	Unf	0.0	198.0	720.0	GasA	Fa	Y	SBrkr	1146	784	0	1930	1.0	0.0	2	0	4	1	TA	8	TF	0	NaN	Attchd	1927.0	Unf	1.0	316.0	TA	TA	Y	0	0	213	0	0	0	NaN	MnPrv	NaN	0	8	2009	WD	NoRMDal
373	1834	70	RMD	NaN	11000.155250	Paved	NaN	IR2	Bnk	AllPub	C	MS	OldTown	Feedr	NoRMD	1Fam	2Story	6	7	1915	2002	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	483.0	483.0	GasA	Ex	Y	SBrkr	741	686	0	1427	0.0	0.0	1	0	3	1	Gd	7	TF	0	NaN	Attchd	1915.0	Unf	1.0	379.0	TA	TA	Y	0	24	112	0	0	0	NaN	NaN	NaN	0	2	2009	WD	NoRMDal
374	1835	190	RMD	41.0	10709.267250	Paved	NaN	IR3	Bnk	AllPub	C	GS	OldTown	Feedr	NoRMD	2fmCon	2.5Unf	7	5	1902	2000	Gable	SS	MetalSd	MetalSd	Stone	188.0	TA	Fa	BT	TA	Fa	No	Rec	169.0	Unf	0.0	851.0	1020.0	GasA	TA	N	FuseF	978	886	0	1864	0.0	0.0	2	1	6	1	TA	9	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	0	188	102	0	0	0	NaN	NaN	NaN	0	5	2009	WD	NoRMDal
375	1836	50	RMD	60.0	5339.649119	Paved	NaN	Reg	Lvl	AllPub	C	GS	IDOTRR	NoRMD	NoRMD	1Fam	1.5Fin	6	6	1927	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Fa	BT	TA	TA	No	Unf	0.0	Unf	0.0	1204.0	1204.0	GasA	TA	Y	FuseA	1204	462	0	1666	0.0	0.0	1	0	3	1	TA	4	TF	0	NaN	Detchd	1927.0	Unf	1.0	384.0	Fa	TA	Y	0	0	148	0	0	0	NaN	NaN	NaN	0	8	2009	WD	NoRMDal
376	1837	85	RMD	86.0	6206.582841	Paved	Grvl	Reg	Lvl	AllPub	I	GS	IDOTRR	NoRMD	NoRMD	1Fam	SFoyer	4	6	1923	1950	Hip	SS	MetalSd	MetalSd	None	0.0	TA	Gd	PC	Gd	Fa	Av	BLQ	749.0	Rec	63.0	46.0	858.0	GasA	TA	Y	SBrkr	892	0	0	892	1.0	0.0	1	0	1	1	Gd	5	MD2	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	0	0	105	0	160	0	NaN	NaN	NaN	0	7	2009	COD	AbnoRMDl
377	1838	190	RMD	60.0	8233.709219	Paved	Grvl	Reg	Bnk	AllPub	I	GS	IDOTRR	Artery	NoRMD	2fmCon	2Story	6	7	1915	1965	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	CB	TA	TA	No	Rec	276.0	ALQ	262.0	160.0	698.0	GasA	Ex	Y	FuseF	754	649	0	1403	1.0	0.0	1	1	3	1	TA	7	TF	0	NaN	Detchd	1915.0	Unf	1.0	308.0	TA	TA	Y	0	0	288	0	0	0	NaN	NaN	NaN	0	2	2009	WD	NoRMDal
378	1839	20	RLD	50.0	7788.597498	Paved	NaN	IR1	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	4	9	1946	2001	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	CB	Fa	TA	No	Unf	0.0	Unf	0.0	560.0	560.0	GasA	Ex	Y	FuseA	704	0	0	704	0.0	1.0	1	0	2	1	Fa	4	TF	0	NaN	CarPort	1946.0	Unf	1.0	220.0	TA	TA	Y	0	0	24	0	0	0	NaN	NaN	NaN	0	9	2009	WD	Normal
379	1840	90	RLD	60.0	13994.502070	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	Duplex	1Story	5	5	1987	1988	Gable	SS	Plywood	Plywood	None	0.0	TA	Gd	CB	Gd	Gd	Gd	GLQ	1200.0	Unf	0.0	0.0	1200.0	GasA	TA	Y	SBrkr	1200	0	0	1200	3.0	0.0	3	0	3	1	TA	5	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	Y	120	0	0	0	0	0	NaN	NaN	NaN	0	3	2009	WD	Alloca
380	1841	90	RLD	NaN	4225.461942	Paved	NaN	IR1	Lvl	AllPub	I	GS	Edwards	Norm	Norm	Duplex	SFoyer	5	5	1978	1978	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	PC	Gd	Gd	Gd	GLQ	1152.0	Unf	0.0	0.0	1152.0	GasA	TA	Y	SBrkr	1152	0	0	1152	2.0	0.0	2	0	2	2	TA	6	TF	0	NaN	Detchd	1960.0	Unf	1.0	252.0	TA	Fa	N	0	0	0	0	0	0	NaN	NaN	NaN	0	7	2009	WD	Normal
381	1842	50	RLD	60.0	7289.294621	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1.5Fin	5	3	1934	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	PC	TA	TA	No	Unf	0.0	Unf	0.0	585.0	585.0	GasA	TA	N	FuseA	687	425	0	1112	1.0	0.0	2	0	4	1	TA	6	TF	0	NaN	Detchd	1934.0	Unf	1.0	226.0	Po	Po	N	0	0	0	0	0	0	NaN	NaN	NaN	0	3	2009	WD	Normal
382	1843	20	RLD	75.0	4011.733164	Paved	NaN	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	6	1967	1967	Hip	SS	HdBoard	HdBoard	BrkFace	172.0	TA	TA	CB	TA	TA	No	BLQ	527.0	Unf	0.0	525.0	1052.0	GasA	TA	Y	SBrkr	1052	0	0	1052	0.0	0.0	1	1	3	1	TA	6	TF	1	Po	Attchd	1984.0	Fin	1.0	668.0	TA	TA	Y	0	215	0	0	0	0	NaN	NaN	NaN	0	4	2009	WD	Abnorml
383	1844	85	RLD	NaN	10279.240200	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	Sawyer	Norm	Norm	1Fam	SFoyer	6	5	1978	1978	Gable	SS	Plywood	HdBoard	BrkFace	23.0	TA	TA	CB	Gd	TA	Gd	GLQ	456.0	Unf	0.0	0.0	456.0	GasA	TA	Y	SBrkr	1034	0	0	1034	0.0	1.0	1	0	3	1	TA	5	TF	1	Fa	Basment	1978.0	Fin	2.0	504.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	6	2009	WD	Normal
384	1845	80	RLD	88.0	-2191.144016	Paved	NaN	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	SLvl	5	5	1961	1961	Hip	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	Gd	No	Unf	0.0	Unf	0.0	552.0	552.0	GasA	TA	Y	SBrkr	904	611	259	1774	0.0	0.0	2	0	4	1	TA	8	TF	1	TA	Attchd	1961.0	Unf	1.0	384.0	TA	TA	Y	290	40	0	0	0	0	NaN	NaN	NaN	0	7	2009	WD	Normal
385	1846	80	RLD	88.0	16138.135100	Paved	NaN	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	SLvl	6	5	1960	1960	Hip	SS	Wd Sdng	Wd Sdng	BrkFace	54.0	TA	TA	CB	TA	TA	Av	BLQ	588.0	Unf	0.0	550.0	1138.0	GasA	Ex	Y	SBrkr	1138	0	0	1138	0.0	1.0	1	0	3	1	TA	6	TF	1	TA	Attchd	1960.0	RFn	2.0	480.0	TA	TA	Y	0	0	0	0	140	0	NaN	MnPrv	NaN	0	3	2009	COD	Normal
386	1847	80	RLD	NaN	4885.710568	Paved	NaN	Reg	Lvl	AllPub	I	GS	ClearCr	Norm	Norm	1Fam	SLvl	5	5	1956	1956	Hip	SS	Wd Sdng	Wd Sdng	BrkFace	366.0	TA	TA	CB	TA	TA	Mn	Unf	0.0	Unf	0.0	825.0	825.0	GasA	Ex	Y	SBrkr	2071	0	0	2071	0.0	1.0	1	1	4	1	TA	9	TF	1	TA	Attchd	1956.0	Unf	1.0	336.0	TA	TA	Y	131	28	0	0	0	0	NaN	NaN	NaN	0	10	2009	WD	Normal
387	1848	20	RLD	NaN	17816.585430	Paved	NaN	Reg	Lvl	AllPub	C	GS	Sawyer	Norm	Norm	1Fam	1Story	2	2	1947	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	SL	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	Fa	N	SBrkr	660	0	0	660	0.0	0.0	1	0	2	1	Fa	5	MD2	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	0	0	100	0	0	0	NaN	NaN	NaN	0	6	2009	WD	Normal
388	1849	20	RLD	NaN	9555.002758	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	Edwards	Norm	Norm	1Fam	1Story	4	5	1954	1954	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	TA	Y	SBrkr	1383	0	0	1383	0.0	0.0	1	0	2	1	TA	6	Mod	0	NaN	Attchd	1980.0	Unf	2.0	498.0	Fa	TA	Y	0	0	90	0	110	0	NaN	NaN	NaN	0	10	2009	WD	Normal
389	1850	20	RLD	68.0	12400.609350	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	5	5	1956	1956	Hip	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Rec	257.0	Unf	0.0	816.0	1073.0	GasA	TA	Y	FuseA	1073	0	0	1073	1.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Attchd	1956.0	Unf	1.0	340.0	TA	TA	Y	0	0	0	0	0	0	NaN	GdPrv	NaN	0	2	2009	WD	Normal
390	1851	60	RLD	50.0	4320.974067	Paved	NaN	Reg	Bnk	AllPub	I	GS	Edwards	Norm	Norm	1Fam	2Story	6	7	1946	1950	Hip	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	BLQ	342.0	Unf	0.0	405.0	747.0	GasA	Ex	Y	SBrkr	892	747	0	1639	0.0	0.0	1	1	3	1	Gd	6	TF	1	Gd	Detchd	1946.0	Unf	1.0	240.0	TA	TA	Y	0	50	0	0	0	0	NaN	NaN	NaN	0	7	2009	WD	Normal
391	1852	20	RLD	62.0	7172.872479	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	5	6	1954	1954	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	Gd	TA	No	BLQ	173.0	Unf	0.0	916.0	1089.0	GasW	TA	Y	SBrkr	1089	0	0	1089	1.0	0.0	1	0	3	1	TA	5	TF	1	Gd	Detchd	1954.0	RFn	1.0	252.0	TA	TA	P	328	0	0	0	0	0	NaN	MnPrv	NaN	0	9	2009	WD	Normal
392	1853	120	RLD	42.0	8881.935172	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	TwnhsE	1Story	5	5	1984	1984	Gable	SS	HdBoard	HdBoard	BrkFace	149.0	Gd	TA	CB	Gd	TA	Mn	GLQ	552.0	ALQ	393.0	104.0	1049.0	GasA	TA	Y	SBrkr	1049	0	0	1049	1.0	0.0	2	0	2	1	Gd	5	TF	0	NaN	Attchd	1984.0	Fin	1.0	266.0	TA	TA	Y	0	105	0	0	0	0	NaN	NaN	NaN	0	2	2009	WD	Normal
393	1854	80	RLD	74.0	1042.056632	Paved	NaN	IR1	Lvl	AllPub	I	GS	SawyerW	Feedr	Norm	1Fam	SLvl	7	6	1990	1991	Gable	SS	HdBoard	HdBoard	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	460.0	ALQ	286.0	308.0	1054.0	GasA	Gd	Y	SBrkr	1061	0	0	1061	1.0	0.0	1	1	1	1	Gd	4	TF	0	NaN	Attchd	1990.0	Unf	2.0	462.0	TA	TA	Y	114	36	0	0	0	0	NaN	NaN	NaN	0	7	2009	WD	Normal
394	1855	80	RLD	66.0	8267.531892	Paved	NaN	IR1	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	SLvl	6	5	1983	1983	Gable	SS	Wd Sdng	Wd Sdng	BrkFace	100.0	Gd	TA	CB	Gd	TA	Av	Rec	70.0	GLQ	450.0	0.0	520.0	GasA	Gd	Y	SBrkr	1338	0	0	1338	0.0	0.0	1	1	2	1	Gd	5	MD2	1	Po	Attchd	1983.0	Unf	2.0	576.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	Shed	600	9	2009	WD	Normal
395	1856	60	RLD	85.0	1496.198940	Paved	NaN	Reg	Lvl	AllPub	C	GS	SawyerW	Norm	Norm	1Fam	2Story	7	5	1993	1994	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	Gd	PC	Gd	Gd	No	GLQ	474.0	Unf	0.0	605.0	1079.0	GasA	Ex	Y	SBrkr	1079	800	0	1879	1.0	0.0	2	1	3	1	Gd	8	TF	1	TA	Attchd	1993.0	RFn	2.0	473.0	TA	TA	Y	400	100	144	0	0	0	NaN	MnPrv	NaN	0	8	2009	WD	Normal
396	1857	70	RLD	120.0	7922.551771	Paved	NaN	Reg	Bnk	AllPub	FR2P	GS	SawyerW	Feedr	Norm	1Fam	2Story	5	7	1880	2007	Gable	SS	HdBoard	HdBoard	None	0.0	Gd	TA	PC	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	Ex	Y	SBrkr	1288	728	0	2016	0.0	0.0	1	0	4	1	TA	7	Mod	1	TA	Attchd	1900.0	Unf	2.0	576.0	TA	TA	P	0	0	0	0	0	0	NaN	NaN	NaN	0	6	2009	WD	Normal
397	1858	90	RLD	64.0	6550.789754	Paved	NaN	Reg	Lvl	AllPub	I	GS	SawyerW	Feedr	Norm	Duplex	2Story	5	5	1979	1979	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	SL	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	TA	Y	SBrkr	1114	1114	0	2228	0.0	0.0	2	0	6	2	TA	8	TF	0	NaN	Detchd	1979.0	Unf	2.0	720.0	TA	TA	Y	73	0	0	0	0	0	NaN	NaN	NaN	0	6	2009	WD	Alloca
398	1859	90	RLD	64.0	13715.435320	Paved	NaN	Reg	Bnk	AllPub	I	GS	SawyerW	Norm	Norm	Duplex	1Story	5	5	1979	1979	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	SL	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	TA	Y	SBrkr	1535	0	0	1535	0.0	0.0	2	0	4	2	TA	8	TF	0	NaN	Attchd	1979.0	Unf	2.0	400.0	TA	TA	Y	0	0	0	0	0	0	NaN	GdPrv	NaN	0	6	2009	WD	Alloca
399	1860	90	RLD	64.0	4217.539321	Paved	NaN	Reg	Lvl	AllPub	I	GS	SawyerW	Feedr	Norm	Duplex	SFoyer	5	5	1979	1979	Gable	SS	Plywood	Plywood	BrkFace	216.0	TA	TA	CB	Gd	TA	Av	GLQ	1094.0	Unf	0.0	0.0	1094.0	GasA	TA	Y	SBrkr	1229	0	0	1229	2.0	0.0	0	2	2	2	Gd	6	TF	2	TA	Detchd	1979.0	Unf	2.0	672.0	TA	TA	Y	120	0	0	0	0	0	NaN	NaN	NaN	0	6	2009	WD	Alloca
400	1861	90	RLD	64.0	6221.473578	Paved	NaN	Reg	Bnk	AllPub	I	GS	SawyerW	Norm	Norm	Duplex	1Story	5	5	1979	1979	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	SL	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	TA	Y	SBrkr	1513	0	0	1513	0.0	0.0	2	0	4	2	TA	8	TF	0	NaN	Attchd	1979.0	Unf	2.0	400.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	6	2009	WD	Alloca
401	1862	90	RLD	NaN	15045.022140	Paved	NaN	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	Duplex	2Story	7	5	2000	2000	Hip	SS	VinylSd	VinylSd	BrkFace	23.0	TA	TA	PC	Ex	TA	No	GLQ	820.0	Unf	0.0	348.0	1168.0	GasA	Ex	Y	SBrkr	1168	1619	0	2787	2.0	0.0	4	2	6	2	TA	8	TF	2	TA	BuiltIn	2000.0	Fin	4.0	820.0	TA	TA	Y	312	0	0	0	0	0	NaN	NaN	NaN	0	10	2009	WD	Normal
402	1863	90	RLD	NaN	10973.133450	Paved	NaN	Reg	Lvl	AllPub	I	GS	SawyerW	Feedr	Norm	Duplex	2Story	7	5	2000	2000	Hip	SS	VinylSd	VinylSd	BrkFace	23.0	TA	TA	PC	Ex	TA	No	GLQ	820.0	Unf	0.0	348.0	1168.0	GasA	Ex	Y	SBrkr	1168	1619	0	2787	2.0	0.0	4	2	6	2	TA	8	TF	2	TA	BuiltIn	2000.0	Fin	4.0	820.0	TA	TA	Y	312	0	0	0	0	0	NaN	NaN	NaN	0	10	2009	WD	Normal
403	1864	90	RLD	NaN	12414.223150	Paved	NaN	Reg	Lvl	AllPub	I	GS	SawyerW	Feedr	Norm	Duplex	2Story	7	5	2000	2000	Hip	SS	VinylSd	VinylSd	BrkFace	23.0	TA	TA	PC	Ex	TA	No	GLQ	820.0	Unf	0.0	348.0	1168.0	GasA	Ex	Y	SBrkr	1168	1619	0	2787	2.0	0.0	4	2	6	2	TA	8	TF	2	TA	BuiltIn	2000.0	Fin	4.0	820.0	TA	TA	Y	312	0	0	0	0	0	NaN	NaN	NaN	0	10	2009	WD	Normal
404	1865	20	RLD	84.0	16227.753160	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	9	5	2009	2009	Hip	SS	VinylSd	VinylSd	Stone	242.0	Ex	TA	PC	Ex	TA	Gd	GLQ	1021.0	Unf	0.0	534.0	1555.0	GasA	Ex	Y	SBrkr	1680	0	0	1680	1.0	0.0	1	1	1	1	Ex	8	TF	1	Gd	Attchd	2009.0	Fin	3.0	1138.0	TA	TA	Y	185	24	0	0	0	0	NaN	NaN	NaN	0	7	2009	New	Partial
405	1866	20	RLD	65.0	11243.877510	Paved	NaN	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	9	5	2008	2008	Gable	SS	VinylSd	VinylSd	Stone	364.0	Ex	TA	PC	Ex	TA	Gd	GLQ	1104.0	Unf	0.0	616.0	1720.0	GasA	Ex	Y	SBrkr	1720	0	0	1720	1.0	0.0	2	0	3	1	Ex	8	TF	1	Gd	Attchd	2008.0	RFn	3.0	846.0	TA	TA	Y	208	104	0	0	0	0	NaN	NaN	NaN	0	11	2009	WD	Normal
406	1867	20	RLD	71.0	12014.615020	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	8	5	2008	2008	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	Unf	0.0	Unf	0.0	1468.0	1468.0	GasA	Ex	Y	SBrkr	1468	0	0	1468	0.0	0.0	2	0	3	1	Gd	6	TF	1	Gd	Attchd	2008.0	RFn	3.0	904.0	TA	TA	Y	192	142	0	0	0	0	NaN	NaN	NaN	0	6	2009	WD	Normal
407	1868	20	RLD	77.0	12425.518580	Paved	NaN	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	8	5	2007	2008	Hip	SS	VinylSd	VinylSd	Stone	352.0	Gd	TA	PC	Ex	TA	Av	GLQ	1359.0	Unf	0.0	479.0	1838.0	GasA	Ex	Y	SBrkr	1838	0	0	1838	1.0	0.0	2	0	3	1	Gd	7	TF	2	Gd	Attchd	2007.0	RFn	2.0	524.0	TA	TA	Y	154	222	0	0	0	0	NaN	NaN	NaN	0	4	2009	WD	Normal
408	1869	20	RLD	64.0	8757.907496	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2007	2007	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	GLQ	902.0	Unf	0.0	380.0	1282.0	GasA	Ex	Y	SBrkr	1290	0	0	1290	1.0	0.0	2	0	2	1	Gd	6	TF	1	Gd	Attchd	2007.0	RFn	2.0	662.0	TA	TA	Y	168	0	0	0	0	0	NaN	NaN	NaN	0	5	2009	WD	Normal
409	1870	20	RLD	95.0	1453.189902	Paved	NaN	IR1	Lvl	AllPub	C	GS	CollgCr	Norm	Norm	1Fam	1Story	8	5	2008	2008	Gable	SS	VinylSd	VinylSd	BrkFace	140.0	Gd	TA	PC	Gd	TA	Av	GLQ	872.0	Unf	0.0	382.0	1254.0	GasA	Ex	Y	SBrkr	1254	0	0	1254	1.0	0.0	2	0	2	1	Gd	5	TF	0	NaN	Attchd	2008.0	RFn	3.0	810.0	TA	TA	Y	168	92	0	0	0	0	NaN	NaN	NaN	0	3	2009	WD	Normal
410	1871	20	RLD	78.0	11597.954250	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	8	5	2005	2006	Gable	SS	VinylSd	VinylSd	Stone	76.0	Gd	TA	PC	Ex	TA	Gd	GLQ	24.0	Unf	0.0	1474.0	1498.0	GasA	Ex	Y	SBrkr	1498	0	0	1498	0.0	0.0	2	0	3	1	Gd	7	TF	1	Gd	Attchd	2005.0	Fin	3.0	844.0	TA	TA	Y	144	98	0	0	0	0	NaN	NaN	NaN	0	3	2009	WD	Normal
411	1872	60	RLD	79.0	14013.543040	Paved	NaN	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	6	5	2005	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	Unf	0.0	Unf	0.0	704.0	704.0	GasA	Ex	Y	SBrkr	704	718	0	1422	0.0	0.0	2	1	3	1	Gd	7	TF	1	Gd	Attchd	2005.0	Fin	2.0	440.0	TA	TA	Y	36	28	0	0	0	0	NaN	NaN	NaN	0	7	2009	WD	Normal
412	1873	60	RLD	NaN	3988.376540	Paved	NaN	IR1	HLS	AllPub	CulDSac	MS	ClearCr	Norm	Norm	1Fam	2Story	7	5	1992	1993	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	GLQ	800.0	Unf	0.0	649.0	1449.0	GasA	Gd	Y	SBrkr	944	815	0	1759	1.0	0.0	2	1	3	1	Gd	7	TF	1	TA	Attchd	1992.0	Unf	2.0	525.0	TA	TA	Y	150	193	0	0	0	0	NaN	NaN	NaN	0	6	2009	WD	Normal
413	1874	20	RLD	65.0	8946.658315	Paved	NaN	Reg	Low	AllPub	I	MS	CollgCr	Norm	Norm	1Fam	1Story	5	7	1994	1994	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	PC	TA	TA	No	ALQ	755.0	Unf	0.0	235.0	990.0	GasA	Ex	Y	SBrkr	990	0	0	990	1.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Attchd	1995.0	RFn	1.0	440.0	TA	TA	Y	66	0	0	0	92	0	NaN	NaN	NaN	0	10	2009	WD	Normal
414	1875	20	RLD	65.0	11495.849560	Paved	NaN	IR2	Low	AllPub	I	GS	CollgCr	PosN	Norm	1Fam	1Story	7	5	1998	1998	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	Mn	GLQ	950.0	Unf	0.0	513.0	1463.0	GasA	Ex	Y	SBrkr	1463	0	0	1463	1.0	0.0	2	0	3	1	TA	5	TF	0	NaN	Attchd	1998.0	Fin	2.0	539.0	TA	TA	Y	0	81	0	0	0	0	NaN	GdPrv	NaN	0	12	2009	WD	Normal
415	1876	60	RLD	70.0	11282.822900	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	6	5	1998	1998	Gable	SS	VinylSd	VinylSd	BrkFace	120.0	TA	TA	PC	Gd	TA	No	GLQ	606.0	Unf	0.0	322.0	928.0	GasA	Ex	Y	SBrkr	928	844	0	1772	1.0	0.0	2	1	3	1	TA	7	TF	1	TA	Attchd	1998.0	RFn	2.0	492.0	TA	TA	Y	150	96	0	0	0	0	NaN	NaN	NaN	0	4	2009	WD	Normal
416	1877	20	RLD	65.0	19839.578920	Paved	NaN	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2002	2001	Gable	SS	VinylSd	VinylSd	BrkFace	68.0	Gd	TA	PC	Gd	TA	No	GLQ	1259.0	Unf	0.0	172.0	1431.0	GasA	Ex	Y	SBrkr	1444	0	0	1444	1.0	0.0	2	0	3	1	Gd	6	TF	0	NaN	Attchd	2002.0	RFn	2.0	577.0	TA	TA	Y	144	40	0	0	0	0	NaN	NaN	NaN	0	4	2009	WD	Normal
417	1878	20	RLD	75.0	11298.312410	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2001	2001	Gable	SS	VinylSd	VinylSd	BrkFace	180.0	Gd	TA	PC	Gd	TA	Mn	GLQ	24.0	Unf	0.0	1468.0	1492.0	GasA	Ex	Y	SBrkr	1492	0	0	1492	0.0	0.0	2	0	3	1	Gd	6	TF	1	TA	Attchd	2001.0	RFn	2.0	608.0	TA	TA	Y	0	114	0	0	168	0	NaN	NaN	NaN	0	7	2009	WD	Family
418	1879	20	RLD	NaN	8729.839511	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	CollgCr	Norm	Norm	1Fam	1Story	5	5	1978	1978	Gable	SS	MetalSd	MetalSd	BrkFace	76.0	TA	TA	BT	Gd	TA	Av	GLQ	625.0	Unf	0.0	282.0	907.0	GasA	TA	Y	SBrkr	907	0	0	907	0.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Attchd	1978.0	Unf	1.0	343.0	TA	TA	Y	72	0	0	0	0	0	NaN	MnPrv	NaN	0	7	2009	WD	Normal
419	1880	20	RLD	76.0	11773.931780	Paved	NaN	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	5	7	1979	1979	Gable	SS	HdBoard	HdBoard	BrkFace	40.0	TA	TA	CB	TA	TA	No	ALQ	710.0	BLQ	72.0	132.0	914.0	GasA	TA	Y	SBrkr	914	0	0	914	1.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Attchd	1979.0	Unf	2.0	444.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	10	2009	WD	Normal
420	1881	20	RLD	90.0	7895.062094	Paved	NaN	Reg	Lvl	AllPub	C	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2002	2002	Hip	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	GLQ	1234.0	Unf	0.0	335.0	1569.0	GasA	Ex	Y	SBrkr	1611	0	0	1611	1.0	0.0	2	0	3	1	Gd	6	TF	0	NaN	Attchd	2002.0	RFn	3.0	1231.0	TA	TA	Y	262	93	0	0	0	0	NaN	NaN	NaN	0	9	2009	WD	Normal
421	1882	60	RLD	NaN	1186.175247	Paved	NaN	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	8	5	2003	2003	Gable	SS	VinylSd	VinylSd	BrkFace	198.0	Gd	TA	PC	Gd	TA	Av	Unf	0.0	Unf	0.0	1068.0	1068.0	GasA	Ex	Y	SBrkr	1068	1116	0	2184	0.0	0.0	2	1	4	1	Gd	8	TF	1	Gd	BuiltIn	2003.0	RFn	2.0	570.0	TA	TA	Y	192	132	0	0	0	0	NaN	NaN	NaN	0	6	2009	WD	Normal
422	1883	60	RLD	70.0	14318.175180	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2002	2002	Gable	SS	VinylSd	VinylSd	NaN	NaN	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	840.0	840.0	GasA	Ex	Y	SBrkr	840	885	0	1725	0.0	0.0	2	1	3	1	Gd	6	TF	0	NaN	Attchd	2002.0	RFn	2.0	550.0	TA	TA	Y	0	48	0	0	0	0	NaN	NaN	NaN	0	11	2009	WD	Normal
423	1884	60	RLD	NaN	8072.601914	Paved	NaN	Reg	Lvl	AllPub	C	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2001	2001	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	944.0	944.0	GasA	Ex	Y	SBrkr	944	926	0	1870	0.0	0.0	2	1	3	1	Gd	6	TF	0	NaN	Attchd	2001.0	RFn	2.0	608.0	TA	TA	Y	256	43	0	0	0	0	NaN	NaN	NaN	0	5	2009	WD	Normal
424	1885	20	RLD	90.0	6030.188845	Paved	NaN	Reg	Lvl	AllPub	FR3P	GS	CollgCr	Feedr	Norm	1Fam	1Story	8	5	1999	2000	Gable	SS	VinylSd	VinylSd	BrkFace	260.0	Gd	TA	PC	Gd	TA	Gd	GLQ	1246.0	Unf	0.0	216.0	1462.0	GasA	Ex	Y	SBrkr	1513	0	0	1513	1.0	0.0	2	0	2	1	Gd	5	TF	1	TA	Attchd	1999.0	Fin	2.0	521.0	TA	TA	Y	135	34	0	0	0	0	NaN	NaN	NaN	0	6	2009	WD	Normal
425	1886	20	RLD	NaN	10725.856510	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	8	5	2002	2003	Hip	SS	HdBoard	HdBoard	BrkFace	164.0	Gd	TA	PC	Ex	TA	Gd	GLQ	1360.0	Unf	0.0	462.0	1822.0	GasA	Ex	Y	SBrkr	1828	0	0	1828	1.0	0.0	2	0	3	1	Gd	7	TF	1	Gd	Attchd	2002.0	Fin	2.0	523.0	TA	TA	Y	194	144	0	0	0	0	NaN	NaN	NaN	0	6	2009	WD	Normal
426	1887	20	RLD	70.0	9080.624852	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	1997	1998	Gable	SS	VinylSd	VinylSd	BrkFace	209.0	Gd	TA	PC	Gd	TA	Av	GLQ	1111.0	Unf	0.0	306.0	1417.0	GasA	Ex	Y	SBrkr	1417	0	0	1417	1.0	0.0	2	0	3	1	Gd	7	TF	1	TA	Attchd	1997.0	Unf	2.0	511.0	TA	TA	Y	60	0	0	0	117	0	NaN	NaN	NaN	0	8	2009	WD	Normal
427	1888	20	RLD	85.0	8513.245324	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	8	5	2007	2007	Gable	SS	VinylSd	VinylSd	BrkFace	180.0	Gd	TA	PC	Gd	TA	Av	GLQ	1478.0	Unf	0.0	100.0	1578.0	GasA	Ex	Y	SBrkr	1602	0	0	1602	1.0	0.0	2	0	3	1	Gd	7	TF	1	Gd	Attchd	2007.0	RFn	3.0	810.0	TA	TA	Y	0	48	0	0	195	0	NaN	NaN	NaN	0	1	2009	WD	Normal
428	1889	60	RLD	85.0	6570.485918	Paved	NaN	Reg	Lvl	AllPub	C	GS	CollgCr	Norm	Norm	1Fam	2Story	6	5	2007	2007	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	608.0	608.0	GasA	Ex	Y	SBrkr	608	788	0	1396	0.0	0.0	2	1	3	1	Gd	6	TF	1	Gd	BuiltIn	2007.0	Fin	2.0	440.0	TA	TA	Y	100	36	0	0	0	0	NaN	NaN	NaN	0	7	2009	WD	Normal
429	1890	20	RLD	80.0	13322.461560	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	4	6	1960	1971	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	GLQ	399.0	Unf	0.0	615.0	1014.0	GasA	TA	Y	SBrkr	1149	0	0	1149	1.0	0.0	1	0	3	1	TA	7	MD1	0	NaN	2Types	1968.0	Fin	1.0	544.0	TA	TA	Y	0	240	0	0	0	0	NaN	MnPrv	NaN	0	7	2009	WD	Normal
430	1891	180	RMD	35.0	-755.757492	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	NoRMD	NoRMD	TwnhsE	SFoyer	6	5	2005	2006	Gable	SS	VinylSd	VinylSd	BrkFace	80.0	TA	TA	W	Gd	TA	Gd	GLQ	547.0	Unf	0.0	0.0	547.0	GasA	Gd	Y	SBrkr	1072	0	0	1072	1.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Basment	2005.0	Fin	2.0	525.0	TA	TA	Y	0	28	0	0	0	0	NaN	NaN	NaN	0	4	2009	WD	NoRMDal
431	1892	20	RLD	64.0	7448.227257	Paved	NaN	Reg	HLS	AllPub	I	MS	Edwards	Norm	Norm	1Fam	1Story	4	5	1959	1959	Gable	SS	AsbShng	AsbShng	None	0.0	TA	TA	CB	TA	TA	No	LwQ	332.0	Rec	243.0	301.0	876.0	GasA	TA	Y	FuseA	876	0	0	876	0.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Detchd	1959.0	Unf	1.0	320.0	TA	TA	Y	0	0	0	0	0	0	NaN	MnPrv	NaN	0	3	2009	WD	Normal
432	1893	20	RLD	70.0	10877.830390	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	5	5	1950	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	Fa	TA	Mn	Rec	1078.0	Unf	0.0	0.0	1078.0	GasA	TA	Y	FuseA	1368	0	0	1368	1.0	0.0	1	0	3	1	TA	6	MD1	0	NaN	Attchd	1950.0	RFn	1.0	195.0	TA	TA	Y	0	41	211	0	0	0	NaN	NaN	Shed	900	6	2009	WD	Normal
433	1894	90	RLD	65.0	1880.874683	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	Duplex	1Story	5	5	1959	1959	Hip	SS	VinylSd	VinylSd	BrkFace	74.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	1678.0	1678.0	GasA	TA	Y	SBrkr	1678	0	0	1678	0.0	0.0	2	0	6	2	TA	10	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	8	2009	WD	Normal
434	1895	20	RLD	70.0	4346.959412	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	5	5	1956	1956	Hip	SS	HdBoard	HdBoard	BrkFace	259.0	TA	TA	CB	TA	TA	No	Rec	546.0	Unf	0.0	604.0	1150.0	GasA	Ex	Y	SBrkr	1560	0	0	1560	0.0	0.0	1	0	2	1	TA	7	MD1	1	TA	Attchd	1956.0	Unf	1.0	313.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	5	2009	WD	Normal
435	1896	50	RLD	45.0	1250.556450	Paved	Grvl	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1.5Fin	5	6	1941	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	Rec	626.0	Unf	0.0	94.0	720.0	GasA	Ex	Y	SBrkr	854	444	0	1298	0.0	0.0	1	0	3	1	TA	6	TF	2	Gd	Detchd	1940.0	Unf	1.0	256.0	TA	TA	Y	84	0	0	0	0	0	NaN	NaN	NaN	0	9	2009	WD	Normal
436	1897	50	RHD	70.0	7835.713482	Paved	Paved	Reg	Lvl	AllPub	C	GS	SWISU	Norm	Norm	1Fam	1.5Fin	5	4	1938	1950	Gable	SS	MetalSd	MetalSd	BrkFace	88.0	TA	TA	PC	TA	Fa	No	LwQ	832.0	Unf	0.0	0.0	832.0	GasA	TA	Y	SBrkr	832	436	0	1268	0.0	0.0	1	1	3	1	TA	7	TF	2	Gd	Basment	1938.0	Unf	1.0	250.0	TA	TA	Y	0	0	55	0	0	0	NaN	NaN	NaN	0	7	2009	WD	Abnorml
437	1898	70	RLD	43.0	7156.959075	Paved	NaN	Reg	Bnk	AllPub	I	GS	SWISU	Feedr	Norm	1Fam	2Story	6	6	1935	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	583.0	583.0	GasA	Gd	Y	FuseF	647	595	0	1242	0.0	0.0	1	1	3	1	TA	6	TF	1	Gd	Detchd	1926.0	Unf	1.0	180.0	Fa	TA	Y	329	96	0	0	0	0	NaN	NaN	NaN	0	3	2009	WD	Normal
438	1899	30	RLD	64.0	6225.138688	Paved	NaN	Reg	Lvl	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	1Story	6	8	1916	2000	Gable	SS	Stucco	Stucco	None	0.0	Gd	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	816.0	816.0	GasA	Ex	Y	SBrkr	1232	0	0	1232	0.0	0.0	1	0	3	1	Gd	6	TF	1	Gd	Detchd	1916.0	Unf	2.0	440.0	TA	TA	Y	0	0	180	0	0	0	NaN	NaN	NaN	0	10	2009	WD	Normal
439	1900	70	RLD	53.0	14232.846170	Paved	NaN	Reg	Lvl	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	2Story	7	8	1918	1990	Gambrel	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	Fa	Mn	Unf	0.0	Unf	0.0	600.0	600.0	GasA	Ex	Y	SBrkr	628	600	0	1228	0.0	0.0	1	0	3	1	TA	6	TF	1	Gd	Detchd	1918.0	Unf	1.0	215.0	Fa	TA	Y	0	113	0	0	195	0	NaN	MnPrv	NaN	0	5	2009	WD	Normal
440	1901	50	RLD	60.0	9046.024892	Paved	NaN	Reg	HLS	AllPub	I	MS	Crawfor	Norm	Norm	1Fam	1.5Fin	5	6	1940	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	ALQ	728.0	Unf	0.0	112.0	840.0	GasA	Ex	Y	SBrkr	840	727	0	1567	1.0	0.0	1	1	2	1	TA	6	MD2	2	TA	Detchd	1961.0	Unf	2.0	440.0	TA	TA	Y	0	21	150	0	0	0	NaN	GdPrv	NaN	0	2	2009	WD	Normal
441	1902	20	RLD	80.0	1790.317830	Paved	Grvl	IR1	HLS	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	1Story	5	4	1960	1960	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Rec	793.0	Unf	0.0	480.0	1273.0	GasA	Ex	Y	SBrkr	1273	0	0	1273	0.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Attchd	1960.0	Unf	1.0	307.0	TA	TA	Y	483	0	0	0	115	0	NaN	MnPrv	NaN	0	6	2009	WD	Normal
442	1903	90	RLD	NaN	9221.855776	Paved	NaN	IR1	HLS	AllPub	C	GS	Crawfor	Norm	Norm	Duplex	2.5Unf	7	6	1940	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	LwQ	246.0	Unf	0.0	674.0	920.0	GasA	Ex	Y	SBrkr	1240	1240	0	2480	0.0	0.0	2	1	5	2	TA	13	TF	2	Gd	Detchd	1940.0	Unf	2.0	400.0	TA	TA	Y	0	0	57	0	0	0	NaN	NaN	NaN	0	7	2009	WD	Normal
443	1904	20	RLD	70.0	13798.357750	Paved	NaN	Reg	Lvl	AllPub	I	GS	Crawfor	Feedr	Norm	1Fam	1Story	5	6	1954	1954	Gable	SS	BrkFace	BrkFace	None	0.0	TA	Gd	BT	TA	TA	Mn	Rec	154.0	ALQ	694.0	264.0	1112.0	GasA	Ex	Y	SBrkr	1112	0	0	1112	1.0	0.0	1	0	2	1	TA	6	TF	1	Gd	Attchd	1954.0	Unf	1.0	390.0	TA	TA	Y	0	0	0	0	0	0	NaN	MnPrv	NaN	0	10	2009	WD	Family
444	1905	20	RLD	90.0	10398.146330	Paved	NaN	IR1	Lvl	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	1Story	6	6	1960	1960	Gable	SS	HdBoard	Plywood	Stone	132.0	TA	TA	CB	TA	TA	No	LwQ	65.0	BLQ	875.0	621.0	1561.0	GasA	TA	Y	SBrkr	1561	0	0	1561	1.0	0.0	2	0	3	1	TA	6	TF	1	Gd	Attchd	1960.0	Fin	2.0	463.0	TA	TA	Y	0	148	0	0	120	0	NaN	NaN	NaN	0	5	2009	WD	Normal
445	1906	50	RLD	78.0	14335.976940	Paved	NaN	Reg	Bnk	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	1.5Fin	5	7	1949	2005	Gable	SS	BrkComm	Brk Cmn	None	0.0	TA	TA	BT	TA	TA	No	BLQ	312.0	Rec	507.0	248.0	1067.0	GasW	Fa	N	SBrkr	986	537	0	1523	1.0	0.0	2	0	3	1	Fa	7	MajD2	1	TA	Attchd	1949.0	Unf	1.0	295.0	TA	TA	Y	0	0	81	0	0	0	NaN	NaN	NaN	0	10	2009	WD	Normal
446	1907	20	RLD	100.0	13535.231200	Paved	NaN	Reg	Bnk	AllPub	C	MS	Crawfor	PosA	Norm	1Fam	1Story	6	5	1954	1954	Gable	SS	HdBoard	HdBoard	Stone	420.0	TA	TA	PC	TA	TA	Av	LwQ	784.0	BLQ	435.0	91.0	1310.0	GasA	Ex	Y	SBrkr	1906	0	0	1906	1.0	0.0	1	1	3	1	TA	6	TF	2	Gd	Basment	1954.0	Unf	2.0	576.0	TA	TA	Y	0	201	0	0	0	0	NaN	NaN	NaN	0	1	2009	WD	Normal
447	1908	160	RMD	24.0	8110.446914	Paved	NaN	Reg	Lvl	AllPub	I	GS	Blueste	NoRMD	NoRMD	Twnhs	2Story	6	6	1980	1980	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	516.0	516.0	GasA	TA	Y	SBrkr	516	516	0	1032	0.0	0.0	1	0	2	1	TA	5	TF	1	TA	Detchd	1980.0	Unf	2.0	452.0	TA	TA	Y	279	0	0	0	0	0	NaN	GdPrv	NaN	0	5	2009	WD	NoRMDal
448	1909	160	RMD	24.0	8408.644287	Paved	NaN	Reg	Lvl	AllPub	I	GS	Blueste	NoRMD	NoRMD	TwnhsE	2Story	6	6	1980	1992	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	CB	Gd	TA	Mn	ALQ	471.0	Unf	0.0	90.0	561.0	GasA	TA	Y	SBrkr	561	668	0	1229	1.0	0.0	1	1	2	1	Gd	5	TF	1	TA	Attchd	1980.0	Fin	2.0	462.0	TA	TA	Y	176	0	0	0	0	0	NaN	GdPrv	NaN	0	10	2009	WD	NoRMDal
449	1910	160	RMD	24.0	12620.575230	Paved	NaN	Reg	Lvl	AllPub	I	GS	Blueste	NoRMD	NoRMD	Twnhs	2Story	6	6	1980	1980	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	Gd	TA	No	Unf	0.0	Unf	0.0	561.0	561.0	GasA	TA	Y	SBrkr	561	668	0	1229	0.0	0.0	1	1	2	1	TA	5	TF	1	TA	Attchd	1980.0	Fin	2.0	462.0	TA	TA	Y	154	0	0	0	0	0	NaN	MnPrv	NaN	0	7	2009	WD	NoRMDal
450	1911	80	RLD	NaN	6453.776484	Paved	NaN	IR1	Lvl	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	SLvl	6	6	1986	1986	Gable	SS	VinylSd	VinylSd	BrkFace	242.0	TA	Gd	CB	TA	TA	No	ALQ	454.0	Unf	0.0	118.0	572.0	GasA	Gd	Y	SBrkr	1182	800	0	1982	1.0	0.0	2	1	3	1	TA	6	TF	1	TA	BuiltIn	1986.0	Fin	2.0	501.0	TA	TA	Y	400	112	0	0	0	0	NaN	NaN	Shed	1500	4	2009	WD	Normal
451	1912	20	RLD	NaN	11083.642830	Paved	NaN	Reg	Bnk	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	1Story	7	9	1971	2009	Hip	SS	BrkFace	BrkFace	None	0.0	Gd	Gd	CB	Gd	TA	No	GLQ	803.0	ALQ	419.0	581.0	1803.0	GasA	TA	Y	SBrkr	2365	0	0	2365	1.0	0.0	2	0	3	1	Ex	7	MD1	2	Gd	Attchd	1971.0	Fin	2.0	551.0	TA	TA	Y	200	144	0	0	0	0	NaN	GdPrv	NaN	0	7	2009	WD	Normal
452	1913	70	RMD	50.0	7909.328671	Paved	NaN	Reg	Bnk	AllPub	I	GS	IDOTRR	NoRMD	NoRMD	1Fam	2Story	5	6	1900	1993	Gambrel	SS	AsbShng	AsbShng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	760.0	760.0	GasA	Ex	N	SBrkr	928	928	312	2168	0.0	0.0	2	0	5	1	Gd	11	TF	0	NaN	Detchd	1998.0	Unf	2.0	576.0	TA	TA	Y	467	160	78	0	0	0	NaN	NaN	NaN	0	12	2009	WD	NoRMDal
453	1914	30	Commer	60.0	1895.900965	Paved	Grvl	Reg	Lvl	AllPub	I	GS	IDOTRR	Norm	Norm	1Fam	1Story	4	6	1925	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	572.0	572.0	GasA	Fa	N	FuseP	572	0	0	572	0.0	0.0	1	0	2	1	TA	4	TF	0	NaN	Detchd	1940.0	Unf	1.0	200.0	TA	TA	N	0	0	72	0	0	0	NaN	NaN	NaN	0	5	2009	WD	Normal
454	1915	120	RMD	44.0	13550.009900	Paved	NaN	IR1	HLS	AllPub	I	MS	Crawfor	NoRMD	NoRMD	TwnhsE	1Story	8	5	2007	2008	Hip	SS	CemntBd	CmentBd	Stone	174.0	Ex	TA	PC	Ex	TA	Gd	GLQ	1476.0	Unf	0.0	120.0	1596.0	GasA	Ex	Y	SBrkr	1648	0	0	1648	1.0	1.0	2	0	2	1	Ex	5	TF	1	Gd	Attchd	2007.0	Fin	2.0	482.0	TA	TA	Y	162	53	0	153	0	0	NaN	NaN	NaN	0	6	2009	New	Partial
455	1916	30	NaN	109.0	15722.868740	Gravel	NaN	Reg	Lvl	NaN	I	GS	IDOTRR	Norm	Norm	1Fam	1Story	2	4	1910	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	Fa	Fa	CB	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	TA	N	FuseA	810	0	0	810	0.0	0.0	1	0	1	1	TA	4	MD1	0	NaN	Detchd	1975.0	Unf	1.0	280.0	TA	TA	N	119	24	0	0	0	0	NaN	NaN	NaN	0	3	2009	ConLD	Normal
456	1917	60	RLD	75.0	894.686321	Paved	NaN	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	2Story	8	5	2000	2001	Gable	SS	CemntBd	CmentBd	None	0.0	Gd	TA	PC	Gd	TA	No	ALQ	445.0	BLQ	250.0	412.0	1107.0	GasA	Ex	Y	SBrkr	1040	1012	0	2052	0.0	0.0	2	1	3	1	Gd	7	TF	1	TA	BuiltIn	2000.0	Fin	3.0	642.0	TA	TA	Y	210	91	0	0	0	0	NaN	NaN	NaN	0	5	2009	WD	Normal
457	1918	85	RLD	75.0	10013.857000	Paved	NaN	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	SFoyer	6	6	1977	1977	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	TA	TA	Av	ALQ	767.0	Unf	0.0	135.0	902.0	GasA	Ex	Y	SBrkr	926	0	0	926	1.0	0.0	1	0	2	1	TA	5	TF	1	TA	Attchd	1977.0	Unf	1.0	351.0	TA	TA	Y	319	0	0	0	0	0	NaN	MnPrv	NaN	0	4	2009	WD	Normal
458	1919	85	RLD	72.0	8174.682920	Paved	NaN	Reg	Bnk	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	SFoyer	6	7	1977	1977	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	Gd	TA	Av	GLQ	841.0	LwQ	116.0	0.0	957.0	GasA	TA	Y	SBrkr	1287	0	0	1287	1.0	0.0	1	1	2	1	TA	5	TF	2	Fa	Attchd	1977.0	RFn	2.0	541.0	TA	TA	Y	302	39	0	0	120	0	NaN	GdWo	NaN	0	11	2009	WD	Normal
459	1920	20	RLD	82.0	10690.212370	Paved	NaN	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	1Story	5	5	1991	1991	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	PC	Gd	TA	No	BLQ	55.0	Unf	0.0	1527.0	1582.0	GasA	TA	Y	SBrkr	1595	0	0	1595	1.0	0.0	2	0	2	1	TA	5	TF	0	NaN	Detchd	1991.0	Unf	2.0	672.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	4	2009	COD	Abnorml
460	1921	20	RLD	113.0	9534.050429	Paved	NaN	IR1	HLS	AllPub	C	GS	Timber	Norm	Norm	1Fam	1Story	9	5	2008	2008	Gable	SS	CemntBd	CmentBd	Stone	246.0	Ex	TA	CB	Ex	TA	Gd	GLQ	1758.0	Unf	0.0	432.0	2190.0	GasA	Ex	Y	SBrkr	2036	0	0	2036	1.0	0.0	2	0	3	1	Ex	9	TF	1	Ex	Attchd	2008.0	Fin	3.0	780.0	TA	TA	Y	90	154	0	0	0	0	NaN	NaN	NaN	0	7	2009	WD	Normal
461	1922	20	RLD	79.0	7265.236921	Paved	NaN	IR1	HLS	AllPub	C	GS	Timber	Norm	Norm	1Fam	1Story	9	5	2008	2008	Gable	SS	CemntBd	CmentBd	BrkFace	406.0	Ex	TA	PC	Ex	TA	Gd	GLQ	1115.0	Unf	0.0	526.0	1641.0	GasA	Ex	Y	SBrkr	1641	0	0	1641	1.0	0.0	2	0	3	1	Ex	7	TF	0	NaN	Attchd	2008.0	Fin	3.0	885.0	TA	TA	Y	0	95	0	0	0	0	NaN	NaN	NaN	0	1	2009	WD	Normal
462	1923	60	RLD	NaN	14530.703250	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	Timber	Norm	Norm	1Fam	2Story	6	8	1980	2006	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	PC	Gd	TA	No	ALQ	462.0	Unf	0.0	250.0	712.0	GasA	Ex	Y	SBrkr	1375	862	0	2237	0.0	0.0	2	1	3	1	Gd	7	TF	1	TA	BuiltIn	1980.0	Fin	2.0	440.0	TA	TA	Y	305	24	0	0	0	0	NaN	NaN	Shed	2500	2	2009	WD	Normal
463	1924	80	RLD	125.0	9761.672778	Paved	NaN	IR1	Lvl	AllPub	C	GS	Timber	Norm	Norm	1Fam	SLvl	7	5	1987	1989	Hip	SS	Plywood	Plywood	BrkFace	310.0	TA	TA	PC	Gd	TA	Gd	GLQ	904.0	ALQ	624.0	117.0	1645.0	GasA	Ex	Y	SBrkr	1479	0	0	1479	2.0	0.0	2	1	3	1	Gd	7	MD1	1	Fa	Attchd	1987.0	Fin	2.0	578.0	TA	TA	Y	224	238	0	0	0	0	NaN	NaN	NaN	0	7	2009	WD	Normal
464	1925	60	RLD	75.0	18417.206380	Paved	NaN	IR1	Lvl	AllPub	C	GS	Timber	Norm	Norm	1Fam	2Story	7	5	2003	2003	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	912.0	912.0	GasA	Ex	Y	SBrkr	1072	942	0	2014	0.0	0.0	2	1	3	1	Gd	9	TF	0	NaN	Attchd	2003.0	Fin	2.0	486.0	TA	TA	Y	124	114	0	0	0	0	NaN	NaN	NaN	0	2	2009	WD	Abnorml
465	1926	20	RLD	85.0	9972.915532	Paved	NaN	IR1	HLS	AllPub	I	GS	Timber	Norm	Norm	1Fam	1Story	9	5	2007	2007	Hip	SS	CemntBd	CmentBd	Stone	290.0	Ex	TA	PC	Ex	TA	Gd	GLQ	1640.0	Unf	0.0	338.0	1978.0	GasA	Ex	Y	SBrkr	1978	0	0	1978	1.0	0.0	2	0	2	1	Ex	7	TF	1	Gd	Attchd	2007.0	Fin	3.0	920.0	TA	TA	Y	308	52	0	0	0	0	NaN	NaN	NaN	0	5	2009	WD	Normal
466	1927	20	RLD	75.0	12885.216480	Paved	NaN	IR1	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	1Story	5	7	1968	1968	Gable	SS	HdBoard	HdBoard	BrkFace	182.0	TA	TA	CB	TA	TA	No	ALQ	532.0	Unf	0.0	476.0	1008.0	GasA	Gd	Y	SBrkr	1008	0	0	1008	0.0	0.0	1	0	3	1	Gd	6	TF	0	NaN	Attchd	1968.0	Unf	1.0	384.0	TA	TA	Y	144	0	0	0	0	0	NaN	MnPrv	NaN	0	4	2009	WD	Normal
467	1928	20	RLD	83.0	15081.815010	Paved	NaN	IR1	Lvl	AllPub	I	MS	Mitchel	Norm	Norm	1Fam	1Story	5	5	1969	2000	Hip	SS	HdBoard	HdBoard	BrkFace	176.0	TA	TA	CB	TA	TA	No	BLQ	594.0	Unf	0.0	594.0	1188.0	GasA	Ex	Y	SBrkr	1404	0	0	1404	0.0	0.0	2	0	3	1	TA	7	TF	1	Po	Attchd	1969.0	Unf	2.0	504.0	TA	TA	Y	0	16	0	0	0	0	NaN	NaN	NaN	0	3	2009	WD	Normal
468	1929	85	RLD	50.0	14441.531830	Paved	NaN	IR1	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	SFoyer	5	8	1972	1972	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	Gd	TA	Av	GLQ	720.0	BLQ	76.0	0.0	796.0	GasA	Gd	Y	SBrkr	796	0	0	796	0.0	1.0	1	0	2	1	TA	4	TF	0	NaN	Detchd	1998.0	Unf	1.0	336.0	TA	TA	Y	138	0	0	0	0	0	NaN	MnPrv	NaN	0	7	2009	WD	Normal
469	1930	80	RLD	62.0	4206.747016	Paved	NaN	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	SLvl	6	5	1993	1996	Gable	SS	HdBoard	HdBoard	None	0.0	TA	Gd	CB	Gd	TA	Av	Rec	114.0	GLQ	270.0	0.0	384.0	GasA	Ex	Y	SBrkr	1091	0	0	1091	0.0	1.0	1	0	2	1	TA	5	TF	0	NaN	Attchd	1993.0	Fin	1.0	429.0	TA	TA	Y	280	0	0	0	0	0	NaN	NaN	Shed	700	8	2009	WD	Normal
470	1931	85	RLD	70.0	1484.357445	Paved	NaN	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	SFoyer	5	6	1992	1993	Gable	SS	HdBoard	Wd Shng	None	0.0	TA	TA	PC	Gd	TA	Av	GLQ	718.0	LwQ	110.0	0.0	828.0	GasA	TA	Y	SBrkr	883	0	0	883	1.0	0.0	1	0	2	1	TA	5	TF	1	Fa	Detchd	1998.0	Unf	2.0	698.0	TA	TA	Y	100	32	0	0	0	0	NaN	GdPrv	NaN	0	6	2009	WD	Normal
471	1932	60	RLD	62.0	11060.985660	Paved	NaN	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	2Story	5	5	1992	1992	Gable	SS	HdBoard	Wd Shng	None	0.0	TA	TA	PC	Gd	TA	No	ALQ	330.0	Unf	0.0	294.0	624.0	GasA	TA	Y	SBrkr	624	663	0	1287	0.0	0.0	1	1	3	1	TA	6	TF	0	NaN	Detchd	2001.0	Unf	2.0	440.0	TA	TA	Y	150	0	0	0	0	0	NaN	NaN	NaN	0	7	2009	WD	Normal
472	1933	60	RLD	70.0	3924.169782	Paved	NaN	IR1	Lvl	AllPub	I	MS	Mitchel	Norm	Norm	1Fam	2Story	5	7	1969	1969	Gable	SS	VinylSd	VinylSd	BrkFace	178.0	Gd	Ex	CB	TA	TA	Gd	BLQ	496.0	LwQ	288.0	0.0	784.0	GasA	Ex	Y	SBrkr	784	848	0	1632	0.0	0.0	1	1	4	1	TA	7	TF	1	TA	Attchd	1969.0	RFn	2.0	898.0	TA	TA	Y	0	173	368	0	0	0	NaN	MnPrv	NaN	0	4	2009	WD	Normal
473	1934	60	RLD	72.0	10195.972290	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	1997	1998	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	TA	TA	No	BLQ	706.0	Unf	0.0	220.0	926.0	GasA	Ex	Y	SBrkr	926	678	0	1604	0.0	0.0	2	1	3	1	TA	7	TF	1	TA	Attchd	1997.0	Fin	2.0	470.0	TA	TA	Y	0	36	0	0	0	0	NaN	NaN	NaN	0	4	2008	WD	Normal
474	1935	60	RLD	65.0	11846.080090	Paved	NaN	Reg	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	1995	1996	Gable	SS	VinylSd	VinylSd	BrkFace	119.0	TA	TA	PC	Gd	TA	No	ALQ	476.0	Unf	0.0	204.0	680.0	GasA	Gd	Y	SBrkr	680	790	0	1470	0.0	0.0	2	1	3	1	TA	7	TF	1	TA	BuiltIn	1995.0	Fin	2.0	420.0	TA	TA	Y	192	49	0	0	0	0	NaN	NaN	NaN	0	10	2008	WD	Normal
475	1936	60	RLD	59.0	1981.451272	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	1998	1998	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	Gd	GLQ	851.0	Unf	0.0	75.0	926.0	GasA	Ex	Y	SBrkr	926	678	0	1604	0.0	0.0	2	1	3	1	TA	7	TF	0	NaN	Attchd	1998.0	Fin	2.0	472.0	TA	TA	Y	100	82	0	0	0	0	NaN	NaN	NaN	0	5	2008	WD	Normal
476	1937	60	RLD	NaN	9730.380479	Paved	NaN	IR2	Lvl	AllPub	C	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	1996	1996	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	PC	Gd	TA	No	Rec	138.0	Unf	0.0	778.0	916.0	GasA	Gd	Y	SBrkr	916	720	0	1636	0.0	0.0	2	1	3	1	TA	7	TF	1	TA	Attchd	1996.0	Fin	2.0	386.0	TA	TA	Y	168	84	0	0	0	0	NaN	NaN	NaN	0	11	2008	WD	Normal
477	1938	20	RLD	53.0	2931.454781	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	1Story	5	5	1996	1997	Gable	SS	HdBoard	HdBoard	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	450.0	Unf	0.0	898.0	1348.0	GasA	Gd	Y	SBrkr	1384	0	0	1384	1.0	0.0	2	0	3	1	Gd	7	TF	0	NaN	Attchd	1996.0	Unf	2.0	404.0	TA	TA	Y	0	39	0	0	0	0	NaN	NaN	NaN	0	11	2008	WD	Normal
478	1939	120	RLD	45.0	4036.289514	Paved	NaN	IR1	Lvl	AllPub	C	GS	StoneBr	Norm	Norm	1Fam	1Story	8	5	1997	1997	Gable	SS	CemntBd	CmentBd	None	0.0	Gd	TA	PC	Ex	TA	Mn	GLQ	656.0	Unf	0.0	1008.0	1664.0	GasA	Ex	Y	SBrkr	1682	0	0	1682	1.0	0.0	1	1	1	1	Gd	6	MD1	1	TA	Attchd	1997.0	Fin	2.0	528.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	7	2008	WD	Normal
479	1940	120	RLD	39.0	8917.774142	Paved	NaN	IR1	HLS	AllPub	I	GS	StoneBr	Norm	Norm	TwnhsE	1Story	8	5	1992	1992	Gable	SS	HdBoard	HdBoard	None	0.0	Gd	TA	PC	Gd	TA	Mn	Unf	0.0	Unf	0.0	1280.0	1280.0	GasA	Ex	Y	SBrkr	1280	0	0	1280	0.0	0.0	2	0	2	1	Gd	5	TF	0	NaN	Attchd	1992.0	RFn	2.0	506.0	TA	TA	Y	0	82	0	0	144	0	NaN	NaN	NaN	0	8	2008	WD	Normal
480	1941	60	RLD	73.0	13491.694750	Paved	NaN	IR1	Lvl	AllPub	C	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	1998	1998	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	932.0	932.0	GasA	Gd	Y	SBrkr	932	701	0	1633	0.0	0.0	2	1	3	1	TA	7	TF	1	TA	Attchd	1998.0	Fin	2.0	460.0	TA	TA	Y	0	39	0	0	0	0	NaN	NaN	NaN	0	4	2008	WD	Family
481	1942	60	RLD	NaN	13099.350230	Paved	NaN	Reg	Lvl	AllPub	FR3P	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	1991	1991	Gable	SS	HdBoard	HdBoard	BrkFace	194.0	TA	TA	PC	Gd	TA	No	ALQ	504.0	Unf	0.0	332.0	836.0	GasA	Gd	Y	SBrkr	851	858	0	1709	1.0	0.0	2	1	3	1	Gd	7	TF	0	NaN	Attchd	1991.0	Fin	2.0	416.0	TA	TA	Y	0	40	0	0	0	0	NaN	GdPrv	NaN	0	9	2008	WD	Normal
482	1943	120	RLD	65.0	11109.181640	Paved	NaN	IR1	HLS	AllPub	I	MS	StoneBr	Norm	Norm	TwnhsE	1Story	8	5	1989	1989	Gable	SS	HdBoard	HdBoard	None	0.0	Gd	TA	PC	Gd	TA	Gd	GLQ	319.0	Unf	0.0	1018.0	1337.0	GasA	Gd	Y	SBrkr	1337	0	0	1337	1.0	0.0	2	0	2	1	Gd	5	TF	1	TA	Attchd	1989.0	RFn	2.0	462.0	TA	TA	Y	0	73	154	0	0	0	NaN	NaN	NaN	0	4	2008	WD	Normal
483	1944	60	RLD	101.0	4618.464543	Paved	NaN	IR1	HLS	AllPub	C	GS	StoneBr	Norm	Norm	1Fam	2Story	8	5	2005	2005	Gable	SS	VinylSd	VinylSd	Stone	130.0	Gd	TA	PC	Ex	TA	Gd	GLQ	16.0	Unf	0.0	1152.0	1168.0	GasA	Ex	Y	SBrkr	1168	1332	0	2500	0.0	0.0	3	1	5	1	Ex	9	TF	1	Gd	BuiltIn	2005.0	Fin	3.0	683.0	TA	TA	Y	192	32	0	0	0	0	NaN	NaN	NaN	0	7	2008	WD	Normal
484	1945	20	RLD	53.0	8023.713013	Paved	NaN	IR1	HLS	AllPub	CulDSac	GS	StoneBr	Norm	Norm	1Fam	1Story	9	5	2004	2004	Hip	SS	VinylSd	VinylSd	BrkFace	296.0	Ex	TA	PC	Ex	TA	Gd	GLQ	1337.0	Unf	0.0	547.0	1884.0	GasA	Ex	Y	SBrkr	1884	0	0	1884	1.0	0.0	2	0	2	1	Ex	7	TF	1	Gd	Attchd	2004.0	Fin	3.0	670.0	TA	TA	Y	214	76	0	0	0	0	NaN	NaN	NaN	0	9	2008	WD	Normal
485	1946	20	RLD	NaN	6350.899434	Paved	NaN	IR1	Bnk	NaN	FR2P	GS	Gilbert	Feedr	Norm	1Fam	1Story	6	2	1952	1952	Hip	SS	BrkFace	BrkFace	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	1632.0	1632.0	GasA	TA	Y	FuseA	1474	0	0	1474	0.0	0.0	1	0	3	1	TA	7	MD2	2	Gd	Attchd	1952.0	Unf	2.0	495.0	TA	TA	Y	0	0	144	0	0	0	NaN	NaN	Shed	750	5	2008	WD	Normal
486	1947	120	RLD	60.0	13221.959670	Paved	NaN	Reg	HLS	AllPub	I	GS	StoneBr	PosN	PosN	TwnhsE	1Story	9	5	2007	2007	Hip	SS	MetalSd	MetalSd	BrkFace	178.0	Ex	TA	PC	Ex	TA	Gd	GLQ	1034.0	Unf	0.0	676.0	1710.0	GasA	Ex	Y	SBrkr	1710	0	0	1710	1.0	0.0	2	0	2	1	Ex	6	TF	1	Gd	Attchd	2007.0	RFn	2.0	557.0	TA	TA	Y	156	48	0	0	0	0	NaN	NaN	NaN	0	7	2008	WD	Normal
487	1948	20	RLD	NaN	23178.452600	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	1Story	6	5	1950	1950	Hip	SS	AsbShng	AsbShng	BrkFace	44.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	1488.0	1488.0	GasA	Gd	Y	SBrkr	1488	0	0	1488	0.0	0.0	2	1	3	1	TA	6	TF	1	TA	Attchd	1950.0	RFn	2.0	738.0	TA	TA	Y	0	0	180	0	0	0	NaN	NaN	NaN	0	7	2008	WD	Family
488	1949	20	RLD	63.0	15788.785960	Paved	NaN	IR1	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	1Story	7	6	1988	1988	Gable	SS	Plywood	Wd Sdng	BrkFace	102.0	Gd	TA	CB	Gd	Gd	Mn	GLQ	983.0	Unf	0.0	692.0	1675.0	GasA	Ex	Y	SBrkr	1688	0	0	1688	1.0	0.0	2	0	2	1	Ex	6	TF	1	Ex	Attchd	1988.0	RFn	2.0	528.0	TA	TA	Y	0	48	0	0	141	0	NaN	NaN	NaN	0	6	2008	WD	Normal
489	1950	20	RLD	NaN	13513.631990	Paved	NaN	IR1	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	1Story	7	7	1983	1983	Gable	SS	WdShing	Plywood	BrkFace	174.0	Gd	TA	CB	Gd	TA	Mn	GLQ	747.0	Unf	0.0	513.0	1260.0	GasA	TA	Y	SBrkr	1260	0	0	1260	1.0	0.0	2	0	3	1	TA	6	TF	0	NaN	Attchd	1983.0	Unf	2.0	598.0	TA	TA	Y	152	0	0	0	0	0	NaN	NaN	NaN	0	7	2008	WD	Normal
490	1951	20	RLD	56.0	20999.463750	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	NWAmes	Norm	Norm	1Fam	1Story	7	5	1978	1978	Hip	SS	Plywood	Plywood	BrkFace	383.0	Gd	Gd	CB	Gd	TA	No	GLQ	1206.0	Rec	186.0	656.0	2048.0	GasA	TA	Y	SBrkr	2064	0	0	2064	1.0	0.0	2	0	3	1	Gd	7	TF	2	Fa	Attchd	1978.0	Fin	2.0	550.0	TA	TA	Y	200	0	0	0	0	0	NaN	NaN	NaN	0	8	2008	WD	Normal
491	1952	20	RLD	85.0	14111.118640	Paved	NaN	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	1Story	7	5	1979	1979	Hip	SS	Plywood	Plywood	BrkFace	194.0	Gd	TA	CB	Gd	Fa	No	ALQ	864.0	LwQ	449.0	469.0	1782.0	GasA	TA	Y	SBrkr	1782	0	0	1782	0.0	1.0	2	0	3	1	Gd	6	TF	1	TA	Attchd	1979.0	Fin	2.0	551.0	TA	TA	Y	467	0	0	0	0	0	NaN	NaN	NaN	0	3	2008	WD	Normal
492	1953	20	RLD	90.0	17853.278790	Paved	NaN	Reg	Lvl	AllPub	C	GS	NWAmes	Norm	Norm	1Fam	1Story	6	5	1976	1976	Hip	SS	HdBoard	HdBoard	BrkFace	621.0	TA	TA	PC	Gd	TA	No	ALQ	890.0	Rec	48.0	273.0	1211.0	GasA	TA	Y	SBrkr	1211	0	0	1211	1.0	0.0	2	0	3	1	Gd	6	TF	1	Po	Attchd	1976.0	Fin	2.0	461.0	TA	TA	Y	0	0	0	174	0	0	NaN	MnPrv	NaN	0	11	2008	WD	Normal
493	1954	60	RLD	80.0	3653.913518	Paved	NaN	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	2Story	7	6	1980	1988	Gable	SS	HdBoard	HdBoard	BrkFace	280.0	TA	TA	CB	Gd	TA	Mn	Unf	0.0	Unf	0.0	738.0	738.0	GasA	TA	Y	SBrkr	1277	767	0	2044	0.0	0.0	2	1	3	1	TA	7	MD1	1	TA	Attchd	1980.0	Unf	2.0	489.0	TA	TA	Y	28	73	0	0	0	0	NaN	NaN	NaN	0	3	2008	WD	Normal
494	1955	60	RLD	75.0	4387.705525	Paved	NaN	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	2Story	5	6	1969	1969	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	Fa	No	BLQ	280.0	Unf	0.0	440.0	720.0	GasA	Gd	Y	SBrkr	720	588	0	1308	0.0	0.0	1	1	3	1	TA	7	TF	0	NaN	Detchd	1969.0	Unf	2.0	484.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	6	2008	WD	Normal
495	1956	60	RLD	NaN	15094.371390	Paved	NaN	IR1	Lvl	AllPub	C	GS	NWAmes	Norm	Norm	1Fam	2Story	7	7	1978	1978	Mansard	WS	Plywood	Plywood	BrkFace	168.0	Gd	TA	PC	Gd	TA	No	ALQ	988.0	Unf	0.0	432.0	1420.0	GasA	Ex	Y	SBrkr	1420	1420	0	2840	0.0	1.0	2	1	4	1	Gd	8	MD2	2	Gd	Attchd	1978.0	Fin	4.0	1314.0	TA	Gd	Y	0	16	0	0	208	0	NaN	MnPrv	NaN	0	12	2008	WD	Normal
496	1957	20	RLD	80.0	3346.711327	Paved	NaN	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	1Story	6	5	1976	1976	Gable	SS	HdBoard	HdBoard	BrkFace	120.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	1444.0	1444.0	GasA	TA	Y	SBrkr	1444	0	0	1444	0.0	0.0	2	0	2	1	TA	5	TF	1	Gd	Attchd	1976.0	Unf	2.0	473.0	TA	TA	Y	0	24	0	0	0	0	NaN	GdWo	NaN	0	4	2008	WD	Normal
497	1958	60	RLD	NaN	10701.764270	Paved	NaN	IR1	Lvl	AllPub	FR3P	GS	NWAmes	Norm	Norm	1Fam	2Story	8	5	1996	1996	Gable	SS	VinylSd	VinylSd	BrkFace	402.0	Gd	TA	PC	Gd	TA	No	GLQ	1023.0	Unf	0.0	213.0	1236.0	GasA	Ex	Y	SBrkr	1236	1104	0	2340	1.0	0.0	2	1	4	1	Gd	9	TF	1	Gd	Attchd	1996.0	RFn	3.0	787.0	TA	TA	Y	192	180	218	0	0	0	NaN	GdPrv	NaN	0	6	2008	WD	Normal
498	1959	90	RLD	60.0	13268.479180	Paved	NaN	Reg	Lvl	AllPub	FR2P	GS	NAmes	Norm	Norm	Duplex	2Story	5	5	1974	1974	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	Gd	TA	Mn	Unf	0.0	Unf	0.0	896.0	896.0	GasA	TA	Y	SBrkr	896	896	0	1792	0.0	0.0	2	2	4	2	TA	8	TF	0	NaN	Detchd	1982.0	Unf	2.0	480.0	TA	TA	Y	0	45	0	0	0	0	NaN	NaN	NaN	0	6	2008	WD	Normal
499	1960	20	RLD	68.0	10208.353230	Paved	NaN	Reg	Lvl	AllPub	FR2P	GS	NAmes	Norm	Norm	1Fam	1Story	4	6	1969	1969	Gable	SS	HdBoard	HdBoard	BrkFace	72.0	TA	TA	CB	Gd	TA	Mn	Rec	252.0	Unf	0.0	684.0	936.0	GasA	TA	Y	SBrkr	936	0	0	936	0.0	0.0	1	0	2	1	TA	4	TF	0	NaN	Attchd	1969.0	Unf	1.0	288.0	TA	TA	Y	16	0	0	0	0	0	NaN	NaN	NaN	0	9	2008	COD	Normal
500	1961	20	RLD	63.0	9304.843415	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1971	1971	Hip	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	Gd	TA	No	Rec	119.0	ALQ	613.0	132.0	864.0	GasA	TA	Y	SBrkr	864	0	0	864	1.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Detchd	1977.0	Unf	2.0	576.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	5	2008	WD	Normal
501	1962	160	RMD	21.0	13022.660810	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrDale	NoRMD	NoRMD	Twnhs	2Story	6	5	1973	1973	Gable	SS	HdBoard	HdBoard	BrkFace	359.0	TA	TA	CB	TA	TA	No	LwQ	458.0	Unf	0.0	25.0	483.0	GasA	TA	Y	SBrkr	483	504	0	987	0.0	1.0	1	1	2	1	TA	5	TF	0	NaN	Detchd	1973.0	Unf	1.0	264.0	TA	TA	Y	52	0	0	0	0	0	NaN	NaN	NaN	0	2	2008	WD	NoRMDal
502	1963	160	RMD	21.0	11804.243880	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrDale	NoRMD	NoRMD	Twnhs	2Story	6	6	1972	1972	Gable	SS	HdBoard	HdBoard	BrkFace	422.0	TA	TA	CB	TA	TA	No	LwQ	483.0	Unf	0.0	0.0	483.0	GasA	Gd	Y	SBrkr	483	504	0	987	0.0	0.0	1	1	2	1	TA	5	TF	0	NaN	Detchd	1975.0	Unf	1.0	352.0	TA	TA	Y	411	0	0	0	0	0	NaN	NaN	NaN	0	4	2008	WD	NoRMDal
503	1964	160	RMD	21.0	11925.254220	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrDale	NoRMD	NoRMD	Twnhs	2Story	5	5	1972	1972	Gable	SS	HdBoard	HdBoard	BrkFace	356.0	TA	TA	CB	TA	TA	No	Rec	350.0	Unf	0.0	280.0	630.0	GasA	TA	Y	SBrkr	630	672	0	1302	0.0	0.0	2	1	3	1	TA	6	TF	0	NaN	Detchd	1972.0	Unf	1.0	264.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	12	2008	WD	NoRMDal
504	1965	160	RLD	24.0	12653.760030	Paved	NaN	Reg	Lvl	AllPub	FR2P	GS	NPkVill	Norm	Norm	TwnhsE	2Story	6	6	1975	1975	Gable	SS	Plywood	Brk Cmn	None	0.0	TA	TA	CB	Gd	TA	No	ALQ	286.0	LwQ	294.0	275.0	855.0	GasA	Gd	Y	SBrkr	855	601	0	1456	0.0	0.0	2	1	4	1	TA	7	TF	0	NaN	Attchd	1975.0	RFn	2.0	460.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	5	2008	WD	Normal
505	1966	120	RLD	24.0	2629.799108	Paved	NaN	Reg	Lvl	AllPub	I	GS	NPkVill	Norm	Norm	Twnhs	1Story	7	6	1977	1977	Gable	SS	Plywood	Brk Cmn	None	0.0	TA	TA	CB	Gd	TA	No	ALQ	378.0	Unf	0.0	677.0	1055.0	GasA	Fa	Y	SBrkr	1055	0	0	1055	0.0	0.0	2	0	2	1	TA	4	TF	0	NaN	Attchd	1977.0	Unf	2.0	440.0	TA	TA	Y	0	38	0	0	0	0	NaN	NaN	NaN	0	9	2008	WD	Normal
506	1967	20	RLD	98.0	8129.390852	Paved	NaN	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	1Story	8	5	2007	2007	Hip	SS	VinylSd	VinylSd	Stone	302.0	Gd	TA	PC	Ex	TA	No	GLQ	1012.0	Unf	0.0	570.0	1582.0	GasA	Ex	Y	SBrkr	1582	0	0	1582	1.0	0.0	2	0	3	1	Gd	7	TF	0	NaN	Attchd	2007.0	Fin	3.0	905.0	TA	TA	Y	209	95	0	0	0	0	NaN	NaN	NaN	0	1	2008	New	Partial
507	1968	20	RLD	105.0	15166.298910	Paved	NaN	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	1Story	8	5	2007	2007	Hip	SS	VinylSd	VinylSd	Stone	554.0	Gd	TA	PC	Ex	TA	Gd	GLQ	1728.0	BLQ	495.0	195.0	2418.0	GasA	Ex	Y	SBrkr	2464	0	0	2464	1.0	0.0	2	1	4	1	Ex	9	TF	1	Ex	Attchd	2007.0	Fin	3.0	650.0	TA	TA	Y	358	78	0	0	0	0	NaN	NaN	NaN	0	8	2008	WD	Normal
508	1969	20	RLD	104.0	12850.002200	Paved	NaN	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	1Story	9	5	2007	2007	Hip	SS	VinylSd	VinylSd	BrkFace	480.0	Ex	TA	PC	Ex	TA	Gd	GLQ	1375.0	Unf	0.0	575.0	1950.0	GasA	Ex	Y	SBrkr	1950	0	0	1950	1.0	0.0	2	0	2	1	Ex	7	TF	1	Gd	Attchd	2007.0	Fin	3.0	706.0	TA	TA	Y	156	207	0	0	0	0	NaN	NaN	NaN	0	5	2008	WD	Normal
509	1970	60	RLD	108.0	7151.256461	Paved	NaN	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	2Story	9	5	2006	2006	Hip	SS	VinylSd	VinylSd	BrkFace	270.0	Gd	TA	PC	Ex	TA	Gd	GLQ	1420.0	Unf	0.0	430.0	1850.0	GasA	Ex	Y	SBrkr	1850	898	0	2748	1.0	0.0	2	1	4	1	Ex	9	TF	1	Gd	BuiltIn	2006.0	Fin	3.0	850.0	TA	TA	Y	212	182	0	0	0	0	NaN	NaN	NaN	0	10	2008	WD	Abnorml
510	1971	60	RLD	96.0	17092.963340	Paved	NaN	Reg	Lvl	AllPub	I	GS	NridgHt	PosN	Norm	1Fam	2Story	10	5	2005	2006	Hip	SS	CemntBd	CmentBd	BrkFace	468.0	Ex	TA	PC	Ex	TA	Gd	GLQ	1082.0	Unf	0.0	538.0	1620.0	GasA	Ex	Y	SBrkr	1632	1158	0	2790	1.0	0.0	2	1	4	1	Ex	10	TF	1	Ex	BuiltIn	2005.0	Fin	4.0	1150.0	TA	TA	Y	30	200	0	0	192	0	NaN	NaN	NaN	0	6	2008	WD	Normal
511	1972	60	RLD	102.0	10474.219800	Paved	NaN	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	2Story	9	5	2005	2005	Gable	SS	CemntBd	CmentBd	BrkFace	368.0	Gd	TA	PC	Ex	TA	Av	GLQ	1249.0	Unf	0.0	165.0	1414.0	GasA	Ex	Y	SBrkr	1414	917	0	2331	1.0	0.0	2	1	3	1	Ex	9	TF	1	Gd	BuiltIn	2005.0	Fin	3.0	1003.0	TA	TA	Y	192	63	0	0	0	0	NaN	NaN	NaN	0	8	2008	WD	Normal
512	1973	60	RLD	74.0	18463.058960	Paved	NaN	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	2Story	8	5	2007	2007	Hip	SS	VinylSd	VinylSd	Stone	108.0	Ex	TA	PC	Gd	TA	Av	GLQ	40.0	Unf	0.0	908.0	948.0	GasA	Ex	Y	SBrkr	948	1140	0	2088	0.0	0.0	2	1	4	1	Gd	10	TF	1	Gd	BuiltIn	2007.0	Fin	3.0	656.0	TA	TA	Y	100	24	0	0	0	0	NaN	NaN	NaN	0	6	2008	WD	Normal
513	1974	60	RLD	85.0	7816.067298	Paved	NaN	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	2Story	8	5	2004	2004	Gable	SS	VinylSd	VinylSd	Stone	126.0	Gd	TA	PC	Ex	TA	No	GLQ	856.0	Unf	0.0	292.0	1148.0	GasA	Ex	Y	SBrkr	1170	1162	0	2332	1.0	0.0	2	1	4	1	Ex	9	TF	1	Gd	BuiltIn	2004.0	Fin	3.0	756.0	TA	TA	Y	224	142	0	0	0	0	NaN	NaN	NaN	0	7	2008	WD	Normal
514	1975	20	RLD	106.0	936.807065	Paved	NaN	Reg	HLS	AllPub	I	MS	NridgHt	Norm	Norm	1Fam	1Story	10	5	2003	2003	Hip	SS	MetalSd	MetalSd	Stone	680.0	Ex	TA	PC	Ex	TA	Gd	GLQ	2257.0	Unf	0.0	278.0	2535.0	GasA	Ex	Y	SBrkr	2470	0	0	2470	2.0	0.0	1	1	1	1	Ex	7	TF	2	Gd	Attchd	2003.0	Fin	3.0	789.0	TA	TA	Y	154	65	0	0	216	144	Ex	NaN	NaN	0	2	2008	WD	Normal
515	1976	20	RLD	92.0	10602.885840	Paved	NaN	IR1	Lvl	AllPub	C	GS	NridgHt	Norm	Norm	1Fam	1Story	8	5	2003	2004	Gable	SS	VinylSd	VinylSd	BrkFace	504.0	Gd	TA	PC	Gd	TA	Mn	GLQ	1149.0	Unf	0.0	454.0	1603.0	GasA	Ex	Y	SBrkr	1575	0	0	1575	1.0	0.0	2	0	2	1	Gd	7	TF	1	TA	Attchd	2003.0	Fin	3.0	732.0	TA	TA	Y	216	28	0	0	0	0	NaN	NaN	NaN	0	6	2008	WD	Normal
516	1977	60	RLD	130.0	9793.143000	Paved	NaN	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	2Story	8	5	2001	2002	Gable	SS	VinylSd	VinylSd	BrkFace	1110.0	Gd	TA	PC	Ex	TA	Mn	GLQ	1075.0	Unf	0.0	404.0	1479.0	GasA	Ex	Y	SBrkr	1515	1134	0	2649	1.0	0.0	2	1	4	1	Gd	10	TF	1	TA	Attchd	2001.0	Fin	3.0	746.0	TA	TA	Y	0	60	0	0	0	0	NaN	NaN	NaN	0	1	2008	WD	Normal
517	1978	60	RLD	112.0	14575.107150	Paved	NaN	IR1	Lvl	AllPub	C	GS	NridgHt	Norm	Norm	1Fam	2Story	8	5	2003	2003	Gable	SS	VinylSd	VinylSd	BrkFace	221.0	Gd	TA	PC	Ex	TA	Gd	Unf	0.0	Unf	0.0	1765.0	1765.0	GasA	Ex	Y	SBrkr	1804	886	0	2690	0.0	0.0	2	1	4	1	Gd	9	TF	1	Gd	BuiltIn	2003.0	Fin	3.0	795.0	TA	TA	Y	268	58	0	0	0	0	NaN	NaN	NaN	0	7	2008	WD	Normal
518	1979	120	RLD	58.0	17079.717760	Paved	NaN	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	TwnhsE	1Story	9	5	2008	2008	Hip	SS	MetalSd	MetalSd	BrkFace	492.0	Ex	TA	PC	Gd	TA	No	GLQ	372.0	Unf	0.0	1486.0	1858.0	GasA	Ex	Y	SBrkr	1866	0	0	1866	1.0	0.0	2	0	2	1	Ex	7	TF	1	Gd	Attchd	2008.0	Fin	3.0	870.0	TA	TA	Y	0	48	0	0	0	0	NaN	NaN	NaN	0	11	2008	New	Partial
519	1980	120	RLD	135.0	3971.157401	Paved	NaN	IR3	Lvl	AllPub	C	GS	NridgHt	Norm	Norm	TwnhsE	1Story	7	5	2005	2005	Gable	SS	VinylSd	VinylSd	Stone	144.0	Gd	TA	PC	Gd	TA	No	GLQ	20.0	Unf	0.0	1347.0	1367.0	GasA	Ex	Y	SBrkr	1367	0	0	1367	0.0	0.0	2	0	2	1	Gd	6	TF	1	Gd	Attchd	2005.0	RFn	2.0	484.0	TA	TA	Y	0	33	0	0	0	0	NaN	NaN	NaN	0	6	2008	WD	Normal
520	1981	120	RLD	89.0	9017.623105	Paved	NaN	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	TwnhsE	1Story	9	5	2007	2008	Hip	SS	MetalSd	MetalSd	BrkFace	714.0	Ex	TA	PC	Ex	TA	No	GLQ	1204.0	Unf	0.0	596.0	1800.0	GasA	Ex	Y	SBrkr	1800	0	0	1800	1.0	0.0	2	0	2	1	Ex	6	TF	1	Gd	Attchd	2008.0	RFn	3.0	944.0	TA	TA	Y	210	0	0	0	0	0	NaN	NaN	NaN	0	6	2008	New	Partial
521	1982	120	RLD	48.0	19221.168420	Paved	NaN	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	TwnhsE	1Story	8	5	2006	2007	Hip	SS	MetalSd	MetalSd	BrkFace	176.0	Gd	TA	PC	Gd	TA	No	GLQ	846.0	Unf	0.0	496.0	1342.0	GasA	Ex	Y	SBrkr	1342	0	0	1342	1.0	0.0	2	0	2	1	Gd	6	TF	1	Gd	Attchd	2007.0	Fin	2.0	550.0	TA	TA	Y	0	35	0	0	0	0	NaN	NaN	NaN	0	6	2008	WD	Normal
522	1983	120	RLD	48.0	11590.732620	Paved	NaN	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	TwnhsE	1Story	8	5	2006	2007	Hip	SS	MetalSd	MetalSd	BrkFace	196.0	Gd	TA	PC	Gd	TA	No	GLQ	24.0	Unf	0.0	1318.0	1342.0	GasA	Ex	Y	SBrkr	1342	0	0	1342	0.0	0.0	2	0	2	1	Gd	6	TF	1	Gd	Attchd	2007.0	RFn	2.0	550.0	TA	TA	Y	0	35	0	0	0	0	NaN	NaN	NaN	0	2	2008	WD	Normal
523	1984	160	RLD	36.0	2034.744219	Paved	NaN	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	Twnhs	2Story	7	5	2003	2004	Gable	SS	VinylSd	Wd Shng	Stone	106.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	764.0	764.0	GasA	Ex	Y	SBrkr	764	862	0	1626	0.0	0.0	2	1	2	1	Gd	6	TF	0	NaN	BuiltIn	2003.0	RFn	2.0	474.0	TA	TA	Y	0	27	0	0	0	0	NaN	NaN	NaN	0	10	2008	WD	Normal
524	1985	120	RLD	NaN	3921.447501	Paved	NaN	Reg	Lvl	AllPub	I	GS	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2003	2003	Gable	SS	VinylSd	VinylSd	BrkFace	143.0	Gd	TA	PC	Gd	TA	Gd	GLQ	1073.0	Unf	0.0	342.0	1415.0	GasA	Ex	Y	SBrkr	1455	0	0	1455	1.0	0.0	2	0	2	1	Gd	6	TF	1	TA	Attchd	2003.0	Fin	3.0	644.0	TA	TA	Y	156	20	0	0	144	0	NaN	NaN	NaN	0	8	2008	WD	Normal
525	1986	120	RMD	NaN	16525.104510	Paved	NaN	Reg	Lvl	AllPub	I	GS	Blmngtn	NoRMD	NoRMD	TwnhsE	1Story	7	5	2004	2004	Hip	SS	VinylSd	VinylSd	BrkFace	24.0	Gd	TA	PC	Gd	TA	No	GLQ	1087.0	Unf	0.0	306.0	1393.0	GasA	Ex	Y	SBrkr	1576	0	0	1576	1.0	0.0	2	0	2	1	Gd	7	TF	1	TA	Attchd	2004.0	RFn	3.0	668.0	TA	TA	Y	143	20	0	0	0	0	NaN	NaN	NaN	0	5	2008	WD	NoRMDal
526	1987	20	RLD	53.0	15515.290770	Paved	NaN	Reg	Lvl	AllPub	I	GS	Blmngtn	Norm	Norm	1Fam	1Story	7	5	2007	2008	Gable	SS	WdShing	Wd Shng	BrkFace	20.0	Gd	TA	PC	Gd	TA	Gd	Unf	0.0	Unf	0.0	1146.0	1146.0	GasA	Ex	Y	SBrkr	1246	0	0	1246	0.0	0.0	2	0	2	1	Gd	5	TF	1	Gd	Attchd	2007.0	Fin	2.0	428.0	TA	TA	Y	100	24	0	0	0	0	NaN	NaN	NaN	0	3	2008	New	Partial
527	1988	60	RLD	80.0	3608.938699	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	2004	2004	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	789.0	789.0	GasA	Ex	Y	SBrkr	813	702	0	1515	0.0	0.0	2	1	3	1	Gd	8	TF	1	Gd	Attchd	2004.0	Fin	2.0	393.0	TA	TA	Y	0	75	0	0	0	0	NaN	NaN	NaN	0	7	2008	WD	Normal
528	1989	60	RLD	NaN	13292.812760	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	7	5	2002	2003	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	840.0	840.0	GasA	Ex	Y	SBrkr	840	880	0	1720	0.0	0.0	2	1	3	1	Gd	7	TF	1	Gd	BuiltIn	2002.0	Fin	2.0	400.0	TA	TA	Y	138	48	0	0	0	0	NaN	NaN	NaN	0	7	2008	WD	Normal
529	1990	60	RLD	NaN	10852.412580	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	7	5	2003	2003	Gable	SS	VinylSd	VinylSd	BrkFace	196.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	847.0	847.0	GasA	Ex	Y	SBrkr	847	1139	0	1986	0.0	0.0	2	1	4	1	Gd	9	TF	1	Gd	BuiltIn	2003.0	Fin	2.0	434.0	TA	TA	Y	120	48	0	0	0	0	NaN	NaN	NaN	0	5	2008	WD	Normal
530	1991	120	RLD	55.0	5658.936996	Paved	NaN	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	TwnhsE	1Story	7	6	2007	2008	Gable	SS	VinylSd	VinylSd	Stone	176.0	Gd	TA	PC	Gd	TA	No	GLQ	876.0	Unf	0.0	474.0	1350.0	GasA	Ex	Y	SBrkr	1358	0	0	1358	1.0	0.0	2	0	2	1	Gd	6	TF	1	Gd	Attchd	2008.0	RFn	2.0	484.0	TA	TA	Y	192	26	0	0	0	0	NaN	NaN	NaN	0	11	2008	New	Partial
531	1992	60	RLD	71.0	10371.972660	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	7	5	2000	2001	Gable	SS	VinylSd	VinylSd	BrkFace	647.0	Gd	TA	PC	Gd	TA	Av	GLQ	544.0	Unf	0.0	438.0	982.0	GasA	Ex	Y	SBrkr	1008	884	0	1892	0.0	0.0	2	1	3	1	TA	8	TF	1	TA	Attchd	2000.0	RFn	2.0	431.0	TA	TA	Y	108	0	0	0	0	0	NaN	NaN	NaN	0	7	2008	WD	Normal
532	1993	60	RLD	NaN	16697.861380	Paved	NaN	Reg	Lvl	AllPub	I	GS	Gilbert	RRAn	Norm	1Fam	2Story	7	5	2002	2002	Gable	SS	VinylSd	VinylSd	NaN	NaN	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	707.0	707.0	GasA	Ex	Y	SBrkr	707	707	0	1414	0.0	0.0	2	1	3	1	Gd	6	TF	1	Gd	Attchd	2002.0	Fin	2.0	403.0	TA	TA	Y	100	35	0	0	0	0	NaN	NaN	NaN	0	4	2008	WD	Normal
533	1994	60	RLD	41.0	17807.470240	Paved	NaN	IR1	Lvl	AllPub	FR2P	GS	Gilbert	RRAn	Norm	1Fam	2Story	7	5	1999	2000	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	870.0	Unf	0.0	167.0	1037.0	GasA	Ex	Y	SBrkr	1037	1285	0	2322	0.0	0.0	2	1	4	1	TA	8	TF	1	TA	BuiltIn	1999.0	Fin	2.0	400.0	TA	TA	Y	144	44	0	0	0	0	NaN	NaN	NaN	0	5	2008	WD	Normal
534	1995	60	RLD	77.0	10759.830290	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	7	5	1999	1999	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	831.0	831.0	GasA	Ex	Y	SBrkr	873	778	0	1651	0.0	0.0	2	1	3	1	TA	7	TF	1	TA	BuiltIn	1999.0	Fin	2.0	450.0	TA	TA	Y	0	103	0	0	0	0	NaN	NaN	NaN	0	5	2008	WD	Normal
535	1996	75	RLD	84.0	9921.809634	Paved	NaN	Reg	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	2.5Unf	8	5	1997	1997	Hip	SS	HdBoard	HdBoard	BrkFace	1290.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1173.0	1173.0	GasA	Ex	Y	SBrkr	1182	1017	0	2199	0.0	0.0	2	1	3	1	Gd	9	TF	1	TA	Attchd	1997.0	Fin	2.0	516.0	TA	TA	Y	0	131	0	0	0	0	NaN	NaN	NaN	0	9	2008	WD	Normal
536	1997	60	RLD	NaN	17403.716870	Paved	NaN	Reg	Lvl	AllPub	FR2P	GS	NoRidge	Norm	Norm	1Fam	2Story	9	5	2000	2000	Hip	SS	VinylSd	VinylSd	BrkFace	295.0	Gd	TA	PC	Ex	TA	Mn	Unf	0.0	Unf	0.0	1519.0	1519.0	GasA	Ex	Y	SBrkr	1533	639	0	2172	0.0	0.0	2	1	4	1	Ex	8	TF	1	TA	BuiltIn	2000.0	RFn	3.0	687.0	TA	TA	Y	162	153	0	0	0	0	NaN	NaN	NaN	0	6	2008	WD	Normal
537	1998	20	RLD	136.0	10739.990000	Paved	NaN	IR1	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	1Story	8	5	1998	1998	Gable	SS	VinylSd	VinylSd	BrkFace	495.0	Gd	TA	PC	Gd	TA	Av	GLQ	1660.0	Unf	0.0	322.0	1982.0	GasA	Ex	Y	SBrkr	2006	0	0	2006	1.0	0.0	2	0	2	1	Gd	5	TF	1	TA	Attchd	1998.0	Fin	3.0	938.0	TA	TA	Y	144	33	0	0	0	0	NaN	NaN	NaN	0	7	2008	WD	Normal
538	1999	60	RLD	97.0	9801.166566	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	NoRidge	Norm	Norm	1Fam	2Story	7	5	1996	1997	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Ex	TA	No	GLQ	851.0	Unf	0.0	213.0	1064.0	GasA	Ex	Y	SBrkr	1064	1061	0	2125	1.0	0.0	2	1	4	1	Gd	12	TF	2	TA	Attchd	1996.0	RFn	2.0	576.0	TA	TA	Y	168	0	0	0	0	0	NaN	NaN	NaN	0	6	2008	WD	Normal
539	2000	60	RLD	NaN	15913.224340	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	NoRidge	Norm	Norm	1Fam	2Story	8	7	1995	1995	Gable	SS	VinylSd	VinylSd	BrkFace	466.0	Gd	TA	PC	Gd	TA	Av	Unf	0.0	Unf	0.0	1242.0	1242.0	GasA	Ex	Y	SBrkr	1251	1250	0	2501	0.0	0.0	2	1	4	1	Gd	9	TF	1	TA	Attchd	1995.0	RFn	3.0	751.0	TA	TA	Y	192	87	0	0	0	0	NaN	NaN	NaN	0	6	2008	WD	Normal
540	2001	60	RLD	91.0	8529.396319	Paved	NaN	Reg	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	2Story	7	5	1993	1994	Hip	WS	VinylSd	VinylSd	BrkFace	320.0	Gd	TA	PC	Gd	TA	Av	BLQ	228.0	GLQ	852.0	0.0	1080.0	GasA	Ex	Y	SBrkr	1108	1089	0	2197	1.0	0.0	2	1	4	1	Gd	9	TF	1	Gd	Attchd	1993.0	Fin	3.0	783.0	TA	TA	Y	385	99	0	0	0	0	NaN	NaN	NaN	0	7	2008	WD	Normal
541	2002	20	RLD	74.0	-2220.011136	Paved	NaN	IR1	Lvl	AllPub	I	GS	Somerst	RRAn	Norm	1Fam	1Story	7	5	2006	2006	Gable	SS	VinylSd	VinylSd	BrkFace	128.0	Gd	TA	PC	Ex	TA	No	GLQ	1096.0	Unf	0.0	482.0	1578.0	GasA	Gd	Y	SBrkr	1578	0	0	1578	1.0	0.0	2	0	3	1	Gd	7	TF	1	Gd	Attchd	2006.0	Unf	3.0	642.0	TA	TA	Y	0	26	0	0	0	0	NaN	NaN	NaN	0	5	2008	WD	Normal
542	2003	60	RLD	73.0	12094.970970	Paved	NaN	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	2Story	8	5	2007	2007	Gable	SS	VinylSd	VinylSd	Stone	156.0	Gd	TA	PC	Gd	TA	Av	Unf	0.0	Unf	0.0	1341.0	1341.0	GasA	Ex	Y	SBrkr	1341	520	0	1861	0.0	0.0	3	0	3	1	Gd	7	TF	1	Gd	BuiltIn	2007.0	RFn	3.0	851.0	TA	TA	Y	144	60	0	0	0	0	NaN	NaN	NaN	0	7	2008	WD	Normal
543	2004	60	RLD	80.0	7328.131833	Paved	NaN	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	2Story	8	5	2007	2008	Hip	SS	VinylSd	VinylSd	Stone	310.0	Gd	TA	PC	Gd	TA	Av	GLQ	729.0	Unf	0.0	226.0	955.0	GasA	Ex	Y	SBrkr	955	919	0	1874	1.0	0.0	2	1	3	1	Gd	8	TF	1	Gd	Attchd	2007.0	Fin	3.0	880.0	TA	TA	Y	168	108	0	0	0	0	NaN	NaN	NaN	0	2	2008	New	Partial
544	2005	20	RLD	87.0	23388.541030	Paved	NaN	Reg	Lvl	AllPub	C	GS	Somerst	Feedr	Norm	1Fam	1Story	8	5	2006	2007	Hip	SS	VinylSd	VinylSd	NaN	NaN	Gd	TA	PC	Ex	TA	No	GLQ	666.0	Unf	0.0	794.0	1460.0	GasA	Ex	Y	SBrkr	1460	0	0	1460	0.0	0.0	2	0	3	1	Gd	6	TF	1	Gd	Attchd	2006.0	Fin	2.0	480.0	TA	TA	Y	0	20	0	0	0	0	NaN	NaN	NaN	0	8	2008	WD	Normal
545	2006	20	FVR	72.0	3247.927779	Paved	NaN	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	8	5	2007	2008	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	24.0	Unf	0.0	1339.0	1363.0	GasA	Ex	Y	SBrkr	1372	0	0	1372	0.0	0.0	2	0	3	1	Gd	6	TF	0	NaN	Attchd	2008.0	RFn	2.0	588.0	TA	TA	Y	192	113	0	0	0	0	NaN	NaN	NaN	0	7	2008	New	Partial
546	2007	20	FVR	85.0	15724.021280	Paved	NaN	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	8	5	2007	2007	Gable	SS	VinylSd	VinylSd	BrkFace	292.0	Gd	TA	PC	Gd	TA	Av	Unf	0.0	Unf	0.0	1660.0	1660.0	GasA	Ex	Y	SBrkr	1660	0	0	1660	0.0	0.0	2	0	3	1	Gd	7	TF	1	Gd	Attchd	2007.0	Fin	3.0	660.0	TA	TA	Y	133	120	0	0	0	0	NaN	NaN	NaN	0	6	2008	WD	Normal
547	2008	20	FVR	62.0	9763.714622	Paved	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	7	5	2007	2008	Gable	SS	CemntBd	CmentBd	Stone	210.0	Gd	TA	PC	Gd	TA	No	GLQ	902.0	Unf	0.0	316.0	1218.0	GasA	Ex	Y	SBrkr	1218	0	0	1218	1.0	0.0	2	0	2	1	Gd	6	TF	0	NaN	Attchd	2008.0	Fin	2.0	462.0	TA	TA	Y	168	168	0	0	0	0	NaN	NaN	NaN	0	4	2008	New	Partial
548	2009	60	RLD	68.0	6075.004861	Paved	NaN	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	2Story	6	5	2003	2003	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Mn	GLQ	80.0	ALQ	555.0	200.0	835.0	GasA	Ex	Y	SBrkr	835	861	0	1696	1.0	0.0	2	1	3	1	Gd	7	TF	0	NaN	Attchd	2003.0	RFn	2.0	542.0	TA	TA	Y	143	66	0	0	0	0	NaN	NaN	NaN	0	7	2008	WD	Normal
549	2010	60	RLD	67.0	15576.567410	Paved	NaN	Reg	Lvl	AllPub	FR2P	GS	SawyerW	Norm	Norm	1Fam	2Story	7	5	2003	2004	Gable	SS	VinylSd	VinylSd	BrkFace	95.0	Gd	TA	PC	Gd	TA	Av	Unf	0.0	Unf	0.0	835.0	835.0	GasA	Ex	Y	SBrkr	835	828	0	1663	0.0	0.0	2	1	3	1	Gd	8	TF	0	NaN	Attchd	2003.0	RFn	2.0	478.0	TA	TA	Y	168	68	0	0	0	0	NaN	NaN	NaN	0	7	2008	WD	Normal
550	2011	20	RLD	63.0	12907.804400	Paved	NaN	Reg	Lvl	AllPub	I	GS	SawyerW	RRAe	Norm	1Fam	1Story	6	5	2005	2006	Gable	SS	VinylSd	VinylSd	BrkFace	126.0	TA	TA	PC	Gd	Gd	No	GLQ	80.0	Unf	0.0	1095.0	1175.0	GasA	Ex	Y	SBrkr	1175	0	0	1175	1.0	0.0	1	0	3	1	Gd	6	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	Y	0	90	0	0	0	0	NaN	NaN	NaN	0	6	2008	WD	Normal
551	2012	20	RLD	81.0	6007.907962	Paved	NaN	Reg	Lvl	AllPub	C	GS	SawyerW	Norm	Norm	1Fam	1Story	7	5	2007	2007	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Mn	Unf	0.0	Unf	0.0	1162.0	1162.0	GasA	Ex	Y	SBrkr	1162	0	0	1162	0.0	0.0	2	0	3	1	Gd	6	TF	0	NaN	Attchd	2007.0	Fin	2.0	483.0	TA	TA	Y	0	32	0	0	0	0	NaN	NaN	NaN	0	3	2008	WD	Normal
552	2013	60	RLD	65.0	12094.272890	Paved	NaN	IR1	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	2Story	6	5	1995	1995	Gable	SS	VinylSd	VinylSd	BrkFace	38.0	Gd	TA	PC	Gd	TA	No	GLQ	362.0	Unf	0.0	392.0	754.0	GasA	Ex	Y	SBrkr	754	855	0	1609	0.0	0.0	2	1	3	1	Gd	6	TF	0	NaN	Attchd	1995.0	RFn	2.0	525.0	TA	TA	Y	0	70	0	0	0	0	NaN	NaN	NaN	0	4	2008	WD	Normal
553	2014	60	RLD	50.0	4971.515814	Paved	NaN	IR1	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	2Story	6	5	1993	1994	Gable	SS	HdBoard	HdBoard	BrkFace	120.0	Gd	TA	PC	Gd	TA	No	GLQ	602.0	Unf	0.0	284.0	886.0	GasA	Ex	Y	SBrkr	886	794	0	1680	0.0	1.0	2	1	3	1	Gd	7	TF	0	NaN	Attchd	1993.0	RFn	2.0	474.0	TA	TA	Y	144	96	0	0	0	0	NaN	NaN	NaN	0	10	2008	WD	Normal
554	2015	60	RLD	43.0	12904.343730	Paved	NaN	IR2	Lvl	AllPub	CulDSac	GS	SawyerW	Norm	Norm	1Fam	2Story	7	5	1994	1995	Gable	SS	VinylSd	VinylSd	BrkFace	145.0	Gd	TA	PC	Gd	TA	Av	GLQ	537.0	Unf	0.0	295.0	832.0	GasA	Ex	Y	SBrkr	832	825	0	1657	0.0	0.0	2	1	3	1	Gd	6	TF	0	NaN	Attchd	1994.0	RFn	2.0	483.0	TA	TA	Y	144	74	0	0	0	0	NaN	NaN	Shed	2000	11	2008	WD	Normal
555	2016	60	RLD	65.0	13127.299190	Paved	NaN	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	2Story	6	5	2001	2001	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	472.0	Unf	0.0	355.0	827.0	GasA	Ex	Y	SBrkr	827	850	0	1677	1.0	0.0	2	1	3	1	Gd	7	TF	0	NaN	Attchd	2001.0	RFn	2.0	627.0	TA	TA	Y	0	68	0	0	0	0	NaN	NaN	NaN	0	9	2008	WD	Normal
556	2017	60	RLD	75.0	4834.057377	Paved	NaN	Reg	Lvl	AllPub	C	GS	SawyerW	Norm	Norm	1Fam	2Story	7	5	1992	1992	Gable	SS	HdBoard	HdBoard	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	397.0	Unf	0.0	439.0	836.0	GasA	Gd	Y	SBrkr	844	893	0	1737	0.0	1.0	2	1	3	1	Gd	7	TF	0	NaN	Attchd	1992.0	Fin	2.0	506.0	TA	TA	Y	192	85	0	0	0	0	NaN	NaN	NaN	0	5	2008	WD	Normal
557	2018	20	RLD	70.0	15268.831910	Paved	NaN	Reg	Lvl	AllPub	I	GS	Sawyer	RRAe	Norm	1Fam	1Story	5	5	1963	1963	Hip	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	PC	TA	Gd	No	BLQ	53.0	ALQ	799.0	132.0	984.0	GasA	TA	Y	SBrkr	984	0	0	984	1.0	0.0	1	0	3	1	TA	5	TF	1	TA	Attchd	1963.0	RFn	1.0	384.0	TA	TA	Y	145	56	0	0	0	0	NaN	MnPrv	Shed	400	8	2008	WD	Normal
558	2019	20	RLD	75.0	3909.612869	Paved	NaN	Reg	Lvl	AllPub	I	GS	Sawyer	Feedr	Norm	1Fam	1Story	5	8	1961	2007	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	Gd	CB	TA	TA	No	ALQ	764.0	Unf	0.0	100.0	864.0	GasA	Ex	Y	SBrkr	864	0	0	864	1.0	0.0	1	0	3	1	Gd	5	TF	1	TA	Detchd	1962.0	Unf	1.0	420.0	TA	TA	Y	132	0	0	0	0	0	NaN	NaN	NaN	0	7	2008	WD	Normal
559	2020	190	RLD	65.0	13608.781970	Paved	NaN	Reg	Lvl	AllPub	I	GS	Sawyer	RRAe	Norm	2fmCon	1Story	5	5	1968	1968	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	Fa	Mn	ALQ	890.0	Unf	0.0	0.0	890.0	GasA	Gd	N	SBrkr	890	0	0	890	1.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Detchd	1970.0	Unf	1.0	308.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	4	2008	WD	Normal
560	2021	20	RLD	60.0	8251.165324	Paved	NaN	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	5	1963	1963	Hip	SS	Wd Sdng	HdBoard	None	0.0	TA	TA	CB	Gd	Gd	No	ALQ	489.0	Unf	0.0	375.0	864.0	GasA	TA	Y	SBrkr	864	0	0	864	0.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Attchd	1963.0	Unf	1.0	276.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	Shed	650	1	2008	COD	Abnorml
561	2022	20	RLD	95.0	12325.499620	Paved	NaN	Reg	Lvl	AllPub	I	GS	Veenker	Norm	Norm	1Fam	1Story	6	5	1974	1974	Gable	SS	HdBoard	ImStucc	BrkFace	144.0	TA	TA	CB	TA	TA	Av	ALQ	800.0	Unf	0.0	630.0	1430.0	GasA	TA	Y	SBrkr	1430	0	0	1430	0.0	1.0	2	0	3	1	TA	6	TF	2	TA	Attchd	1974.0	Unf	2.0	484.0	TA	TA	Y	117	108	165	0	0	0	NaN	NaN	NaN	0	7	2008	WD	Normal
562	2023	50	RLD	70.0	8788.236138	Paved	NaN	Reg	Lvl	AllPub	C	GS	Sawyer	Feedr	Norm	1Fam	1.5Fin	5	4	1972	1972	Gable	SS	HdBoard	HdBoard	None	0.0	TA	Gd	CB	Gd	TA	No	LwQ	190.0	ALQ	811.0	0.0	1001.0	GasA	TA	Y	SBrkr	1001	640	0	1641	0.0	0.0	2	0	4	1	TA	5	TF	1	Gd	Detchd	1972.0	Unf	2.0	490.0	TA	TA	Y	0	0	92	0	0	0	NaN	GdPrv	NaN	0	7	2008	WD	Normal
563	2024	60	RLD	NaN	5244.191264	Paved	NaN	IR1	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	2Story	6	5	1990	1991	Hip	SS	HdBoard	HdBoard	BrkFace	304.0	Gd	TA	PC	Gd	TA	No	ALQ	704.0	Unf	0.0	226.0	930.0	GasA	Ex	Y	SBrkr	1364	1319	0	2683	1.0	0.0	2	1	4	1	Gd	9	TF	2	Gd	Attchd	1990.0	RFn	2.0	473.0	TA	TA	Y	237	251	0	0	196	0	NaN	NaN	NaN	0	6	2008	WD	Normal
564	2025	60	RLD	105.0	10520.476850	Paved	NaN	Reg	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	1.5Fin	9	5	1993	1994	Hip	SS	Wd Sdng	Wd Sdng	BrkFace	568.0	Gd	TA	PC	Gd	TA	Gd	BLQ	520.0	Unf	0.0	1328.0	1848.0	GasA	Ex	Y	SBrkr	1827	959	0	2786	1.0	0.0	2	1	4	1	Gd	10	TF	1	Ex	Attchd	1993.0	Fin	2.0	636.0	TA	TA	Y	294	49	0	0	0	0	NaN	NaN	NaN	0	6	2008	WD	Normal
565	2026	120	FVR	37.0	10365.751320	Paved	Paved	IR1	Lvl	AllPub	C	GS	Somerst	Norm	Norm	TwnhsE	1Story	7	5	2004	2005	Gable	SS	MetalSd	MetalSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	24.0	Unf	0.0	1211.0	1235.0	GasA	Ex	Y	SBrkr	1245	0	0	1245	0.0	0.0	2	0	1	1	Gd	5	TF	0	NaN	Attchd	2004.0	RFn	2.0	495.0	TA	TA	Y	0	100	0	0	0	0	NaN	NaN	NaN	0	6	2008	WD	Normal
566	2027	160	FVR	30.0	7961.789221	Paved	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	TwnhsE	2Story	6	5	2005	2005	Gable	SS	MetalSd	MetalSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	390.0	Unf	0.0	210.0	600.0	GasA	Ex	Y	SBrkr	600	600	0	1200	1.0	0.0	2	1	2	1	Gd	5	TF	0	NaN	Detchd	2005.0	RFn	2.0	480.0	TA	TA	Y	0	166	0	0	0	0	NaN	NaN	NaN	0	5	2008	WD	Normal
567	2028	160	FVR	30.0	14984.672790	Paved	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	TwnhsE	2Story	7	5	2007	2007	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	689.0	689.0	GasA	Ex	Y	SBrkr	703	689	0	1392	0.0	0.0	2	0	2	1	Gd	5	TF	0	NaN	Detchd	2007.0	Unf	2.0	540.0	TA	TA	Y	0	102	0	0	0	0	NaN	NaN	NaN	0	3	2008	WD	Abnorml
568	2029	160	FVR	24.0	10059.513210	Paved	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	Twnhs	2Story	6	5	1999	1999	Gable	SS	MetalSd	MetalSd	Stone	216.0	TA	TA	PC	Gd	TA	No	GLQ	550.0	Unf	0.0	194.0	744.0	GasA	Gd	Y	SBrkr	757	792	0	1549	1.0	0.0	2	1	3	1	TA	6	TF	0	NaN	Detchd	1999.0	Unf	2.0	440.0	TA	TA	Y	0	32	0	0	0	0	NaN	NaN	NaN	0	4	2008	WD	Normal
569	2030	120	FVR	NaN	-1723.862844	Paved	NaN	IR1	Lvl	AllPub	I	GS	Somerst	Norm	Norm	TwnhsE	1Story	9	5	2000	2000	Hip	SS	MetalSd	MetalSd	BrkFace	260.0	Gd	TA	PC	Gd	TA	Av	GLQ	1027.0	Unf	0.0	587.0	1614.0	GasA	Ex	Y	SBrkr	1638	0	0	1638	1.0	0.0	2	0	2	1	Ex	5	TF	1	TA	Attchd	2000.0	Fin	2.0	495.0	TA	TA	Y	230	68	0	0	0	0	NaN	NaN	NaN	0	7	2008	WD	Normal
570	2031	120	FVR	NaN	9011.255263	Paved	NaN	IR1	Lvl	AllPub	I	GS	Somerst	Norm	Norm	TwnhsE	1Story	9	5	2001	2001	Gable	SS	VinylSd	VinylSd	BrkFace	179.0	Gd	TA	PC	Ex	TA	Av	GLQ	1004.0	Unf	0.0	306.0	1310.0	GasA	Ex	Y	SBrkr	1310	0	0	1310	1.0	0.0	1	1	1	1	Gd	5	TF	1	TA	Attchd	2001.0	RFn	2.0	545.0	TA	TA	Y	277	45	0	0	0	0	NaN	NaN	NaN	0	7	2008	WD	Normal
571	2032	120	FVR	42.0	8202.117852	Paved	NaN	IR1	Lvl	AllPub	I	GS	Somerst	Norm	Norm	TwnhsE	1Story	9	5	2001	2001	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Ex	TA	Av	GLQ	964.0	Unf	0.0	455.0	1419.0	GasA	Ex	Y	SBrkr	1419	0	0	1419	1.0	0.0	1	1	2	1	Ex	5	TF	1	TA	Attchd	2001.0	Fin	2.0	588.0	TA	TA	Y	155	58	0	0	0	0	NaN	NaN	NaN	0	9	2008	WD	Normal
572	2033	120	FVR	35.0	14536.070830	Paved	NaN	IR1	Lvl	AllPub	I	GS	Somerst	Norm	Norm	TwnhsE	1Story	9	5	1999	2000	Gable	SS	VinylSd	VinylSd	BrkFace	260.0	Gd	TA	PC	Gd	TA	Av	GLQ	1141.0	Unf	0.0	416.0	1557.0	GasA	Ex	Y	SBrkr	1557	0	0	1557	1.0	0.0	2	0	2	1	Ex	5	TF	1	TA	Attchd	1999.0	RFn	2.0	484.0	TA	TA	Y	124	113	0	0	0	0	NaN	NaN	NaN	0	6	2008	WD	Normal
573	2034	160	FVR	24.0	13828.676840	Paved	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	Twnhs	SLvl	7	5	1999	2000	Gable	SS	VinylSd	VinylSd	BrkFace	216.0	Gd	TA	PC	Gd	TA	No	GLQ	600.0	Unf	0.0	72.0	672.0	GasA	Ex	Y	SBrkr	684	720	0	1404	1.0	0.0	2	1	3	1	Gd	5	TF	0	NaN	Detchd	1999.0	Unf	2.0	462.0	TA	TA	Y	20	0	0	0	0	0	NaN	NaN	NaN	0	6	2008	WD	Normal
574	2035	60	FVR	79.0	7365.226539	Paved	NaN	IR1	Lvl	AllPub	C	GS	Somerst	Norm	Norm	1Fam	2Story	7	5	2001	2001	Gable	SS	VinylSd	VinylSd	BrkFace	513.0	TA	TA	PC	TA	TA	No	GLQ	681.0	Unf	0.0	177.0	858.0	GasA	Ex	Y	SBrkr	872	917	0	1789	1.0	0.0	2	1	3	1	TA	7	TF	1	TA	Attchd	2001.0	Fin	2.0	546.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	6	2008	WD	Normal
575	2036	160	FVR	24.0	20071.787770	Paved	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	Twnhs	2Story	8	5	1999	1999	Gable	SS	MetalSd	MetalSd	BrkFace	466.0	Gd	TA	PC	Gd	TA	No	GLQ	612.0	Unf	0.0	348.0	960.0	GasA	Ex	Y	SBrkr	962	624	0	1586	1.0	0.0	2	1	3	1	Gd	7	TF	0	NaN	Detchd	1999.0	Unf	2.0	480.0	TA	TA	Y	169	0	0	0	0	0	NaN	NaN	NaN	0	12	2008	WD	Normal
576	2037	160	FVR	24.0	1754.121513	Paved	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	Twnhs	2Story	8	5	1999	2000	Gable	SS	MetalSd	MetalSd	BrkFace	456.0	Gd	TA	PC	Gd	TA	No	GLQ	813.0	Unf	0.0	147.0	960.0	GasA	Ex	Y	SBrkr	962	645	0	1607	1.0	0.0	2	1	3	1	Gd	7	TF	0	NaN	Detchd	2000.0	Unf	2.0	480.0	TA	TA	Y	169	0	0	0	0	0	NaN	NaN	NaN	0	12	2008	ConLD	Normal
577	2038	160	FVR	36.0	13548.075120	Paved	Paved	IR1	Lvl	AllPub	I	GS	Somerst	Norm	Norm	TwnhsE	2Story	10	5	1998	1999	Gable	SS	BrkFace	MetalSd	None	0.0	Ex	TA	PC	Gd	TA	Mn	BLQ	128.0	GLQ	842.0	0.0	970.0	GasA	Ex	Y	SBrkr	1469	924	0	2393	1.0	0.0	2	1	2	1	Ex	7	TF	1	TA	Attchd	1998.0	Fin	2.0	846.0	TA	TA	Y	0	90	0	0	94	0	NaN	NaN	NaN	0	2	2008	WD	Normal
578	2039	120	RLD	22.0	9677.532558	Paved	NaN	IR2	Lvl	AllPub	CulDSac	GS	Veenker	Norm	Norm	TwnhsE	1Story	8	5	1995	1995	Hip	SS	BrkFace	BrkFace	None	0.0	Gd	TA	PC	Gd	TA	Gd	LwQ	560.0	GLQ	670.0	0.0	1230.0	GasA	Ex	Y	SBrkr	1239	0	0	1239	1.0	0.0	1	1	1	1	Gd	4	TF	1	Fa	Attchd	1995.0	Fin	2.0	477.0	TA	TA	Y	172	24	0	0	0	0	NaN	NaN	NaN	0	8	2008	WD	Normal
579	2040	60	RLD	NaN	15134.044930	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	Veenker	Norm	Norm	1Fam	2Story	9	3	1977	1977	Mansard	SS	Wd Sdng	Wd Sdng	BrkFace	1050.0	Gd	Gd	CB	Gd	TA	No	GLQ	410.0	Unf	0.0	584.0	994.0	GasA	TA	Y	SBrkr	1599	1345	0	2944	0.0	0.0	2	2	3	1	Gd	9	TF	1	Gd	Attchd	1977.0	RFn	3.0	864.0	TA	TA	Y	140	70	16	0	0	0	NaN	NaN	NaN	0	6	2008	WD	Family
580	2041	20	RLD	103.0	13573.655280	Paved	NaN	Reg	Lvl	AllPub	I	GS	Veenker	Norm	Norm	1Fam	1Story	8	9	1976	2007	Gable	SS	VinylSd	VinylSd	None	0.0	Ex	Ex	CB	Gd	NaN	Mn	GLQ	1044.0	Rec	382.0	0.0	1426.0	GasA	Ex	Y	SBrkr	1671	0	0	1671	1.0	0.0	3	0	3	1	Ex	6	TF	1	Gd	Attchd	1976.0	RFn	2.0	550.0	TA	TA	Y	280	90	0	0	0	0	NaN	GdWo	NaN	0	5	2008	WD	Normal
581	2042	60	FVR	NaN	8861.587080	Paved	NaN	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	2Story	7	5	2002	2002	Gable	SS	VinylSd	VinylSd	NaN	NaN	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	952.0	952.0	GasA	Ex	Y	SBrkr	952	860	0	1812	0.0	0.0	2	1	3	1	TA	7	TF	1	TA	Attchd	2002.0	RFn	2.0	469.0	TA	TA	Y	144	112	0	0	0	0	NaN	NaN	NaN	0	4	2008	WD	Normal
582	2043	80	RLD	NaN	10891.960360	Paved	NaN	IR1	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	SLvl	6	6	1969	1969	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	Av	GLQ	828.0	Unf	0.0	599.0	1427.0	GasA	Gd	Y	SBrkr	1427	0	0	1427	0.0	1.0	2	0	4	1	TA	7	TF	0	NaN	Attchd	1969.0	RFn	2.0	516.0	TA	TA	Y	0	0	0	0	216	0	NaN	NaN	NaN	0	5	2008	WD	Normal
583	2044	20	RLD	85.0	19687.258090	Paved	NaN	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	1Story	6	5	1968	1968	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	Rec	301.0	Unf	0.0	1439.0	1740.0	GasA	Fa	Y	SBrkr	1740	0	0	1740	0.0	0.0	1	1	4	1	TA	8	TF	1	TA	Attchd	1968.0	RFn	2.0	512.0	TA	TA	Y	25	0	0	0	192	0	NaN	GdWo	NaN	0	10	2008	WD	Family
584	2045	20	RLD	NaN	12947.627500	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	NWAmes	Norm	Norm	1Fam	1Story	7	7	1967	1967	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	TA	TA	No	ALQ	603.0	BLQ	294.0	723.0	1620.0	GasA	Ex	Y	SBrkr	1620	0	0	1620	0.0	0.0	2	0	4	1	Gd	8	TF	1	Gd	Attchd	1967.0	Unf	2.0	578.0	TA	TA	Y	0	62	192	0	0	0	NaN	NaN	Shed	450	8	2008	WD	Normal
585	2046	90	RLD	75.0	9387.511130	Paved	NaN	Reg	Lvl	AllPub	I	GS	NWAmes	RRAn	Norm	Duplex	1Story	5	6	1965	1965	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	1625.0	1625.0	GasA	Ex	Y	SBrkr	1625	0	0	1625	0.0	0.0	2	0	4	2	TA	8	TF	0	NaN	Detchd	1965.0	Unf	2.0	484.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	8	2008	ConLD	Normal
586	2047	60	RLD	73.0	5269.427814	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Feedr	Norm	1Fam	2Story	5	6	1968	1968	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	LwQ	732.0	Unf	0.0	0.0	732.0	GasA	Ex	Y	SBrkr	732	732	0	1464	0.0	0.0	1	1	4	1	TA	7	TF	0	NaN	Attchd	1968.0	Unf	2.0	470.0	TA	TA	Y	0	40	0	0	0	0	NaN	NaN	NaN	0	6	2008	WD	Normal
587	2048	20	RLD	65.0	11761.006190	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1965	2005	Hip	SS	HdBoard	HdBoard	None	0.0	Gd	TA	CB	TA	TA	No	ALQ	260.0	Rec	456.0	196.0	912.0	GasA	Ex	Y	SBrkr	925	0	0	925	1.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Detchd	1978.0	Unf	2.0	576.0	TA	TA	Y	233	0	0	0	0	0	NaN	NaN	NaN	0	7	2008	WD	Normal
588	2049	90	RLD	72.0	10332.515050	Paved	NaN	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	Duplex	1Story	5	5	1965	1965	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	1728.0	1728.0	GasA	TA	Y	SBrkr	1728	0	0	1728	0.0	0.0	2	0	6	2	TA	10	TF	0	NaN	Detchd	1987.0	Unf	2.0	576.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	11	2008	WD	Normal
589	2050	60	RLD	NaN	14507.190340	Paved	NaN	IR1	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	2Story	7	6	1971	1971	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	Gd	Gd	No	ALQ	583.0	Unf	0.0	242.0	825.0	GasA	TA	Y	SBrkr	845	825	0	1670	0.0	0.0	1	1	4	1	TA	7	TF	0	NaN	Attchd	1971.0	Fin	2.0	464.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	5	2008	WD	Normal
590	2051	20	RLD	74.0	7259.345051	Paved	NaN	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1956	1956	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	SL	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	TA	Y	SBrkr	1014	0	0	1014	0.0	0.0	1	0	2	1	TA	6	TF	0	NaN	Attchd	1956.0	RFn	1.0	267.0	TA	TA	Y	0	0	40	0	200	0	NaN	GdWo	NaN	0	3	2008	WD	Normal
591	2052	20	RLD	90.0	6778.745348	Paved	NaN	Reg	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1961	1961	Gable	SS	Plywood	Plywood	None	0.0	TA	Gd	CB	TA	TA	No	Unf	0.0	Unf	0.0	1114.0	1114.0	GasA	TA	Y	SBrkr	1114	0	0	1114	1.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Attchd	1961.0	RFn	2.0	451.0	TA	TA	Y	0	0	0	0	164	0	NaN	NaN	NaN	0	5	2008	COD	Abnorml
592	2053	20	RLD	NaN	14990.905910	Paved	NaN	IR1	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1960	2000	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	BLQ	528.0	Unf	0.0	590.0	1118.0	GasA	Ex	Y	SBrkr	1118	0	0	1118	1.0	0.0	1	0	3	1	Gd	6	TF	0	NaN	Attchd	1960.0	RFn	1.0	264.0	TA	TA	Y	290	0	0	0	0	0	NaN	MnPrv	NaN	0	8	2008	WD	Normal
593	2054	70	RLD	50.0	9146.233602	Paved	NaN	IR1	Bnk	AllPub	I	MS	BrkSide	RRAn	Feedr	1Fam	2Story	4	7	1937	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	PC	TA	TA	No	Rec	120.0	Unf	0.0	228.0	348.0	GasA	TA	Y	SBrkr	453	453	0	906	0.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Basment	1937.0	Unf	1.0	231.0	Fa	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	9	2008	WD	Normal
594	2055	20	RLD	80.0	8892.025614	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1960	1960	Gable	SS	MetalSd	MetalSd	BrkFace	203.0	Fa	Fa	CB	TA	TA	No	Rec	658.0	Unf	0.0	638.0	1296.0	GasA	TA	Y	SBrkr	1496	0	0	1496	0.0	0.0	2	0	3	1	Gd	6	TF	0	NaN	Attchd	1960.0	RFn	2.0	450.0	TA	TA	Y	0	22	0	0	0	0	NaN	MnPrv	NaN	0	2	2008	WD	Normal
595	2056	20	RLD	80.0	16758.237560	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	8	1950	2006	Gable	SS	HdBoard	HdBoard	None	0.0	TA	Gd	CB	TA	TA	No	BLQ	32.0	Rec	308.0	232.0	572.0	GasA	Gd	Y	SBrkr	1337	0	0	1337	1.0	0.0	1	0	3	1	Gd	7	TF	1	Gd	Attchd	1950.0	RFn	1.0	264.0	TA	TA	Y	0	192	0	0	0	0	NaN	NaN	NaN	0	9	2008	WD	Normal
596	2057	20	RLD	63.0	4333.284670	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Artery	Norm	1Fam	1Story	5	5	1953	1953	Hip	SS	Wd Sdng	Wd Sdng	BrkFace	88.0	TA	TA	CB	TA	TA	No	LwQ	531.0	Unf	0.0	505.0	1036.0	GasA	Ex	Y	SBrkr	1036	0	0	1036	0.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Attchd	1953.0	RFn	1.0	312.0	TA	TA	Y	120	24	0	0	0	0	NaN	MnPrv	NaN	0	6	2008	WD	Normal
597	2058	60	RLD	90.0	3719.247969	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	2Story	6	7	1966	1999	Gable	SS	VinylSd	VinylSd	BrkFace	410.0	Gd	Gd	CB	TA	TA	No	BLQ	575.0	Unf	0.0	529.0	1104.0	GasA	Ex	Y	SBrkr	1104	884	0	1988	0.0	0.0	2	1	4	1	Gd	9	TF	1	Gd	Attchd	1966.0	RFn	2.0	480.0	TA	TA	Y	0	230	0	0	0	0	NaN	MnPrv	NaN	0	8	2008	WD	Normal
598	2059	20	RLD	74.0	10401.577900	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	4	1957	1957	Gable	SS	Wd Sdng	Wd Sdng	BrkFace	143.0	TA	TA	CB	TA	TA	No	ALQ	621.0	LwQ	52.0	503.0	1176.0	GasA	TA	Y	SBrkr	1176	0	0	1176	1.0	0.0	1	0	3	1	TA	6	TF	2	Gd	Attchd	1957.0	RFn	1.0	292.0	TA	TA	Y	0	88	0	0	95	0	NaN	NaN	NaN	0	5	2008	WD	Normal
599	2060	20	RLD	82.0	12002.108160	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1959	1998	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	ALQ	1053.0	Unf	0.0	195.0	1248.0	GasA	TA	Y	SBrkr	1440	0	0	1440	1.0	0.0	2	0	2	1	Gd	7	TF	0	NaN	Attchd	1959.0	RFn	1.0	480.0	TA	TA	Y	150	0	0	0	256	0	NaN	NaN	NaN	0	6	2008	WD	Normal
600	2061	20	RLD	90.0	9528.416014	Paved	NaN	IR1	Lvl	AllPub	I	GS	NAmes	Feedr	Norm	1Fam	1Story	6	6	1958	1958	Gable	SS	Wd Sdng	Wd Sdng	BrkFace	187.0	TA	TA	CB	TA	TA	No	LwQ	958.0	Unf	0.0	437.0	1395.0	GasA	Ex	Y	SBrkr	1570	0	0	1570	1.0	0.0	1	0	3	1	TA	5	TF	1	TA	Attchd	1958.0	RFn	2.0	441.0	TA	TA	Y	490	0	0	0	0	0	NaN	NaN	NaN	0	5	2008	WD	Normal
601	2062	20	RLD	75.0	8538.148309	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1956	1958	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Rec	774.0	Unf	0.0	330.0	1104.0	GasA	Gd	Y	SBrkr	1104	0	0	1104	1.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Attchd	1956.0	RFn	1.0	384.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	4	2008	WD	Normal
602	2063	20	RLD	60.0	8169.369303	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1952	1952	Gable	SS	MetalSd	MetalSd	Stone	52.0	TA	TA	CB	TA	TA	No	Rec	148.0	Unf	0.0	572.0	720.0	GasA	Ex	Y	FuseA	882	0	0	882	1.0	0.0	1	0	2	1	Gd	4	TF	0	NaN	Attchd	1952.0	Unf	1.0	240.0	TA	TA	Y	0	0	0	0	0	0	NaN	MnPrv	NaN	0	5	2008	WD	Normal
603	2064	20	RLD	102.0	-2446.458497	Paved	NaN	IR1	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1953	1953	Gable	SS	MetalSd	MetalSd	BrkFace	84.0	TA	TA	CB	TA	TA	No	Rec	500.0	LwQ	196.0	456.0	1152.0	GasA	TA	Y	SBrkr	1152	0	0	1152	0.0	0.0	1	1	3	1	TA	6	TF	0	NaN	Detchd	1971.0	Unf	2.0	636.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	5	2008	WD	Normal
604	2065	20	RLD	NaN	12974.810260	Paved	NaN	Reg	Lvl	AllPub	I	SS	NAmes	Norm	Norm	1Fam	1Story	5	5	1953	1953	Hip	SS	MetalSd	MetalSd	None	0.0	TA	TA	PC	TA	TA	No	BLQ	624.0	LwQ	128.0	232.0	984.0	GasW	TA	N	SBrkr	950	0	0	950	0.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Detchd	1953.0	Unf	2.0	400.0	TA	TA	Y	0	32	0	0	0	0	NaN	GdWo	NaN	0	7	2008	WD	Normal
605	2066	20	RLD	95.0	10094.969030	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	5	1957	1957	Gable	SS	Plywood	Plywood	BrkFace	360.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	998.0	998.0	GasA	TA	Y	SBrkr	1790	0	0	1790	0.0	0.0	2	0	3	1	TA	6	TF	2	Gd	Attchd	1957.0	Fin	2.0	540.0	TA	TA	Y	0	40	0	0	0	0	NaN	NaN	Shed	1500	9	2008	WD	Normal
606	2067	20	RLD	71.0	7104.193163	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	3	1957	1982	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	Gd	Y	SBrkr	1764	0	0	1764	0.0	0.0	2	1	4	1	TA	7	MajD2	1	TA	Attchd	1957.0	Fin	1.0	301.0	TA	TA	Y	0	72	0	0	0	0	NaN	NaN	NaN	0	10	2008	WD	Normal
607	2068	90	RLD	76.0	2947.422905	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	Duplex	1Story	5	5	1957	1957	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	1824.0	1824.0	GasA	Fa	Y	FuseA	1824	0	0	1824	0.0	0.0	2	0	5	2	TA	9	TF	0	NaN	Detchd	1958.0	Unf	2.0	484.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	1	2008	WD	Normal
608	2069	20	RLD	60.0	5712.478661	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1Story	4	6	1948	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	SL	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	TA	N	SBrkr	869	0	0	869	0.0	0.0	1	0	1	1	TA	3	TF	0	NaN	Detchd	1948.0	Unf	1.0	390.0	Fa	TA	N	0	0	66	0	0	0	NaN	GdPrv	NaN	0	8	2008	WD	Normal
609	2070	50	RLD	45.0	17102.203090	Paved	NaN	Reg	Lvl	AllPub	C	GS	OldTown	Norm	Norm	1Fam	1.5Fin	5	8	1925	1950	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	PC	TA	TA	No	Unf	0.0	Unf	0.0	747.0	747.0	GasA	TA	Y	SBrkr	747	412	0	1159	0.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Detchd	1932.0	Unf	1.0	288.0	Fa	TA	N	84	0	96	0	0	0	NaN	NaN	NaN	0	5	2008	WD	Normal
610	2071	30	RLD	60.0	4419.093629	Paved	NaN	Reg	Lvl	AllPub	C	GS	OldTown	Norm	Norm	1Fam	1Story	4	7	1940	2005	Gambrel	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	TA	TA	No	Unf	0.0	Unf	0.0	672.0	672.0	GasA	Gd	Y	SBrkr	672	0	0	672	0.0	0.0	1	0	2	1	TA	4	TF	0	NaN	Detchd	1997.0	Unf	1.0	308.0	TA	TA	N	88	108	0	0	0	0	NaN	NaN	NaN	0	7	2008	WD	Normal
611	2072	50	RLD	60.0	8823.003865	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1.5Fin	5	5	1922	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	892.0	892.0	GasA	Ex	Y	SBrkr	1254	182	0	1436	0.0	1.0	1	0	3	1	TA	7	TF	1	Gd	Detchd	1968.0	Unf	4.0	1488.0	Fa	TA	N	0	0	100	0	0	0	NaN	GdWo	NaN	0	6	2008	WD	Normal
612	2073	20	RLD	78.0	9292.470159	Paved	NaN	IR1	Lvl	AllPub	C	GS	NAmes	Feedr	Norm	1Fam	1Story	5	6	1968	1968	Gable	SS	HdBoard	Plywood	None	0.0	TA	TA	CB	TA	TA	No	Rec	744.0	Unf	0.0	168.0	912.0	GasA	TA	Y	SBrkr	1044	0	0	1044	0.0	1.0	1	1	3	1	TA	5	TF	1	Fa	Attchd	1990.0	Fin	2.0	372.0	TA	TA	Y	200	48	0	0	0	0	NaN	GdWo	Shed	450	6	2008	WD	Normal
613	2074	20	RLD	76.0	7389.722667	Paved	NaN	IR1	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	7	7	1958	2001	Gable	TG	HdBoard	HdBoard	BrkFace	125.0	TA	TA	CB	TA	TA	No	BLQ	637.0	Unf	0.0	675.0	1312.0	GasA	Ex	Y	SBrkr	1312	0	0	1312	0.0	0.0	1	1	3	1	TA	6	TF	1	Gd	Attchd	1958.0	RFn	2.0	495.0	TA	TA	Y	0	304	144	0	0	0	NaN	MnPrv	Othr	6500	4	2008	WD	Normal
614	2075	20	RLD	NaN	1901.836708	Paved	NaN	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	6	1960	1993	Gable	SS	Wd Sdng	Wd Sdng	BrkFace	276.0	TA	TA	CB	TA	TA	Gd	GLQ	697.0	Unf	0.0	384.0	1081.0	GasA	TA	Y	SBrkr	1081	0	0	1081	1.0	0.0	1	0	3	1	TA	5	TF	0	NaN	CarPort	1960.0	Unf	1.0	401.0	TA	TA	Y	36	82	0	0	0	0	NaN	NaN	NaN	0	6	2008	WD	Normal
615	2076	20	RLD	60.0	12798.938740	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1951	1951	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	Fa	TA	No	LwQ	432.0	Unf	0.0	444.0	876.0	GasA	TA	Y	SBrkr	876	0	0	876	0.0	0.0	1	0	2	1	TA	5	TF	1	TA	Detchd	1972.0	Unf	2.0	576.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	2	2008	WD	Abnorml
616	2077	20	RLD	80.0	4678.619977	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1959	1959	Gable	SS	BrkFace	Wd Sdng	None	0.0	TA	TA	PC	TA	TA	No	BLQ	476.0	Rec	488.0	292.0	1256.0	GasA	Gd	Y	FuseA	1256	0	0	1256	1.0	0.0	1	1	3	1	Gd	6	TF	0	NaN	Attchd	1959.0	RFn	1.0	311.0	TA	TA	Y	0	240	0	0	0	0	NaN	NaN	NaN	0	5	2008	WD	Normal
617	2078	20	RLD	80.0	11053.248710	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1962	1962	Gable	SS	BrkFace	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	BLQ	520.0	Rec	319.0	188.0	1027.0	GasA	TA	Y	SBrkr	1027	0	0	1027	0.0	1.0	1	0	3	1	TA	6	TF	0	NaN	Attchd	1962.0	Unf	1.0	299.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	11	2008	WD	Normal
618	2079	50	RLD	60.0	1436.510306	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Artery	Norm	1Fam	1.5Fin	6	6	1948	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	ALQ	315.0	Unf	0.0	453.0	768.0	GasA	Ex	Y	SBrkr	819	501	0	1320	0.0	0.0	2	0	3	1	TA	5	TF	0	NaN	Detchd	1994.0	Unf	2.0	576.0	TA	TA	Y	108	0	0	0	0	0	NaN	GdWo	NaN	0	9	2008	WD	Normal
619	2080	45	RLD	64.0	10120.329430	Paved	NaN	Reg	Lvl	AllPub	C	GS	NAmes	Feedr	Norm	1Fam	1.5Unf	6	7	1954	1954	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	936.0	936.0	GasA	TA	Y	FuseA	984	0	0	984	1.0	0.0	1	0	2	1	TA	4	TF	0	NaN	Detchd	1954.0	Unf	1.0	280.0	TA	TA	Y	0	0	0	0	0	0	NaN	GdWo	NaN	0	6	2008	WD	Normal
620	2081	50	RLD	60.0	2635.781492	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1.5Fin	6	5	1954	1954	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Rec	673.0	Unf	0.0	181.0	854.0	GasA	Fa	Y	FuseA	854	424	0	1278	0.0	0.0	1	0	4	1	TA	6	TF	0	NaN	Attchd	1954.0	Unf	1.0	240.0	TA	TA	Y	0	0	0	0	0	0	NaN	MnWw	NaN	0	4	2008	WD	Normal
621	2082	90	RLD	113.0	12149.929050	Paved	NaN	Reg	Lvl	AllPub	C	GS	NAmes	Artery	Norm	Duplex	1Story	5	5	1961	1961	Gable	SS	BrkFace	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	Av	Unf	0.0	Unf	0.0	1800.0	1800.0	GasA	TA	N	SBrkr	1800	0	0	1800	0.0	0.0	2	0	6	2	TA	10	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	0	0	0	0	0	0	NaN	NaN	NaN	0	11	2008	WD	Abnorml
622	2083	50	RLD	60.0	17861.153900	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1.5Fin	5	6	1955	1967	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	CB	TA	TA	Mn	GLQ	370.0	Unf	0.0	398.0	768.0	GasA	Gd	Y	SBrkr	1024	564	0	1588	0.0	0.0	1	1	3	1	TA	6	TF	0	NaN	Detchd	1955.0	Unf	2.0	480.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	3	2008	WD	Normal
623	2084	20	RLD	60.0	16697.956530	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1954	1954	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	825.0	825.0	GasA	TA	Y	FuseA	825	0	0	825	0.0	1.0	1	0	2	1	TA	4	TF	0	NaN	Attchd	1954.0	Unf	1.0	350.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	7	2008	WD	Normal
624	2085	20	RLD	69.0	11922.546130	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	PosN	Norm	1Fam	1Story	5	5	1963	1963	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	1117.0	1117.0	GasA	Ex	Y	SBrkr	1117	0	0	1117	0.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Attchd	1963.0	Unf	1.0	264.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	5	2008	COD	Normal
625	2086	20	RMD	56.0	16247.407560	Paved	Grvl	Reg	Bnk	AllPub	I	GS	OldTown	Artery	NoRMD	1Fam	1Story	6	5	2008	2008	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	TA	TA	No	GLQ	96.0	Unf	0.0	96.0	192.0	GasA	Gd	N	SBrkr	1133	0	0	1133	1.0	0.0	1	0	3	1	TA	7	TF	0	NaN	Detchd	2008.0	Unf	1.0	308.0	TA	TA	Y	0	175	0	0	0	0	NaN	NaN	NaN	0	12	2008	WD	AbnoRMDl
626	2087	50	RMD	57.0	12921.846790	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	Artery	NoRMD	1Fam	1.5Fin	5	7	1948	2005	Gable	SS	WdShing	Wd Shng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	780.0	780.0	GasA	Ex	Y	SBrkr	948	375	0	1323	0.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Detchd	1948.0	Unf	2.0	400.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	7	2008	WD	NoRMDal
627	2088	70	RMD	80.0	17344.395140	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	2Story	5	5	1910	2003	Gable	SS	AsbShng	AsbShng	None	0.0	TA	TA	BT	TA	Fa	No	Unf	0.0	Unf	0.0	680.0	680.0	GasA	Fa	N	SBrkr	680	680	0	1360	0.0	0.0	1	0	2	1	TA	6	TF	0	NaN	Attchd	1910.0	Unf	1.0	330.0	Fa	TA	Y	192	50	0	0	0	0	NaN	NaN	NaN	0	1	2008	WD	NoRMDal
628	2089	30	RMD	60.0	16446.413450	Paved	NaN	Reg	Lvl	AllPub	C	GS	OldTown	NoRMD	NoRMD	1Fam	1Story	5	4	1940	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	Fa	TA	No	Unf	0.0	Unf	0.0	672.0	672.0	GasA	TA	Y	SBrkr	672	0	0	672	0.0	0.0	1	0	2	1	TA	4	TF	0	NaN	Detchd	1950.0	Unf	1.0	256.0	TA	TA	Y	0	0	0	0	0	0	NaN	MnPrv	NaN	0	8	2008	WD	NoRMDal
629	2090	75	RMD	60.0	13263.417850	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	2.5Unf	6	7	1915	2005	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	Gd	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	728.0	728.0	GasA	Gd	Y	SBrkr	728	728	0	1456	0.0	0.0	1	1	4	1	Gd	7	TF	0	NaN	Detchd	1915.0	Unf	1.0	308.0	Fa	Fa	N	0	0	248	0	0	0	NaN	NaN	NaN	0	6	2008	WD	NoRMDal
630	2091	190	RMD	63.0	7750.321834	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	2fmCon	1.5Fin	4	6	1910	1996	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	S	TA	TA	No	Unf	0.0	Unf	0.0	828.0	828.0	GasA	Gd	Y	FuseA	828	658	108	1594	0.0	0.0	2	0	3	2	TA	9	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	0	172	109	0	0	0	NaN	NaN	NaN	0	6	2008	WD	NoRMDal
631	2092	50	RMD	63.0	11695.916720	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	1.5Fin	4	6	1940	1985	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	BT	TA	TA	No	Unf	0.0	Unf	0.0	801.0	801.0	GasA	Gd	Y	FuseA	1095	561	0	1656	0.0	0.0	2	0	2	1	TA	8	Mod	0	NaN	Detchd	1958.0	Unf	2.0	440.0	TA	TA	Y	187	0	0	0	0	0	NaN	NaN	NaN	0	5	2008	WD	NoRMDal
632	2093	50	RMD	81.0	3747.810907	Paved	NaN	Reg	Lvl	AllPub	C	GS	OldTown	Artery	NoRMD	1Fam	1.5Fin	5	5	1920	1950	Gable	SS	WdShing	Wd Shng	None	0.0	Fa	Fa	BT	TA	TA	No	Rec	360.0	Unf	0.0	576.0	936.0	GasA	Gd	N	FuseA	960	780	0	1740	0.0	0.0	1	0	2	1	Ex	6	TF	1	Gd	Detchd	1920.0	Unf	1.0	225.0	Fa	Fa	N	0	0	236	0	0	0	NaN	NaN	NaN	0	6	2008	WD	NoRMDal
633	2094	30	RMD	60.0	15031.803800	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	1Story	7	6	1920	2006	Gable	SS	Stucco	Stucco	None	0.0	Gd	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	931.0	931.0	GasA	TA	Y	SBrkr	1027	0	0	1027	0.0	1.0	1	0	2	1	Gd	5	TF	1	TA	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	0	28	0	0	0	0	NaN	NaN	NaN	0	2	2008	WD	NoRMDal
634	2095	190	RMD	60.0	9560.149256	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	2fmCon	1.5Fin	6	6	1940	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	BLQ	590.0	Unf	0.0	294.0	884.0	GasA	TA	Y	SBrkr	884	552	0	1436	0.0	0.0	2	0	3	2	TA	8	TF	2	Gd	Detchd	1940.0	Unf	2.0	828.0	TA	TA	Y	0	0	126	0	0	0	NaN	NaN	NaN	0	5	2008	Con	NoRMDal
635	2096	30	RMD	60.0	11891.956180	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	1Story	5	6	1910	1950	Mansard	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	Gd	No	Unf	0.0	Unf	0.0	481.0	481.0	GasA	TA	N	FuseA	899	0	0	899	0.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Detchd	1930.0	Unf	1.0	200.0	Fa	TA	P	0	0	96	0	0	0	NaN	NaN	NaN	0	9	2008	WD	NoRMDal
636	2097	50	RMD	44.0	10195.918810	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	1.5Fin	5	9	1890	1996	Gable	SS	Wd Sdng	HdBoard	None	0.0	TA	TA	BT	Fa	TA	No	Unf	0.0	Unf	0.0	684.0	684.0	GasA	Gd	Y	SBrkr	684	396	0	1080	0.0	0.0	1	0	3	1	Gd	5	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	0	165	30	0	0	0	NaN	NaN	NaN	0	9	2008	WD	NoRMDal
637	2098	50	RMD	75.0	3136.157065	Paved	NaN	Reg	Lvl	AllPub	C	GS	OldTown	NoRMD	NoRMD	1Fam	1.5Fin	5	6	1946	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Rec	445.0	Unf	0.0	459.0	904.0	GasA	Ex	Y	FuseA	904	595	0	1499	0.0	0.0	1	0	3	1	TA	5	TF	1	Po	Detchd	1959.0	Unf	3.0	869.0	TA	Gd	Y	0	20	0	0	0	0	NaN	NaN	NaN	0	6	2008	WD	NoRMDal
638	2099	20	RMD	62.0	11080.165280	Paved	NaN	Reg	Lvl	AllPub	C	GS	OldTown	NoRMD	NoRMD	1Fam	1Story	2	5	1946	1950	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	BT	TA	TA	No	Unf	0.0	Unf	0.0	407.0	407.0	GasA	TA	N	FuseA	407	0	0	407	0.0	0.0	1	0	1	1	TA	3	TF	0	NaN	Detchd	1949.0	Unf	1.0	297.0	Fa	TA	Y	76	0	120	0	0	0	NaN	NaN	NaN	0	3	2008	WD	AbnoRMDl
639	2100	20	RMD	103.0	17331.355110	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	1Story	3	1	1949	1992	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	Fa	Fa	No	Unf	0.0	Unf	0.0	448.0	448.0	GasA	Gd	Y	SBrkr	1588	0	0	1588	0.0	0.0	2	0	5	1	TA	6	MajD2	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	0	0	0	0	0	0	NaN	MnPrv	NaN	0	12	2008	WD	AbnoRMDl
640	2101	190	RMD	69.0	463.275878	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	2fmCon	2Story	5	5	1900	2006	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Fa	BT	Fa	TA	No	Unf	0.0	Unf	0.0	797.0	797.0	GasA	TA	N	FuseA	830	797	0	1627	0.0	0.0	2	0	4	2	TA	10	TF	0	NaN	Detchd	1950.0	Unf	2.0	420.0	Fa	Po	N	192	0	60	0	0	0	NaN	NaN	NaN	0	2	2008	WD	NoRMDal
641	2102	75	RMD	53.0	8310.467149	Paved	NaN	Reg	Lvl	AllPub	C	GS	OldTown	Artery	NoRMD	1Fam	2Story	7	8	1920	1965	Gable	SS	Wd Sdng	Wd Shng	None	0.0	TA	TA	BT	TA	TA	No	BLQ	116.0	Unf	0.0	508.0	624.0	GasA	Ex	Y	SBrkr	730	720	0	1450	0.0	0.0	1	0	3	1	TA	7	TF	0	NaN	Detchd	1935.0	Unf	1.0	288.0	TA	TA	Y	0	192	0	0	0	0	NaN	MnPrv	NaN	0	3	2008	WD	NoRMDal
642	2103	50	RMD	69.0	10433.283680	Paved	Grvl	Reg	Lvl	AllPub	C	GS	OldTown	NoRMD	NoRMD	1Fam	1.5Fin	5	7	1900	2003	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	346.0	346.0	GasA	Ex	Y	SBrkr	709	308	0	1017	0.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Detchd	1961.0	Unf	1.0	308.0	TA	TA	N	0	0	139	0	0	0	NaN	NaN	NaN	0	5	2008	WD	NoRMDal
643	2104	190	RMD	60.0	9606.976272	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	2fmCon	2Story	5	5	1920	1960	Gable	SS	AsbShng	AsbShng	None	0.0	TA	TA	BT	TA	TA	No	Rec	234.0	Unf	0.0	739.0	973.0	GasA	TA	Y	FuseP	1377	973	0	2350	0.0	0.0	2	0	4	2	TA	10	TF	0	NaN	2TFes	1930.0	Unf	2.0	393.0	TA	TA	Y	0	0	219	0	0	0	NaN	NaN	NaN	0	4	2008	WD	NoRMDal
644	2105	70	RMD	60.0	11760.618650	Paved	Grvl	Reg	Lvl	AllPub	C	GS	OldTown	NoRMD	NoRMD	1Fam	2Story	5	9	1905	2005	Gable	SS	MetalSd	MetalSd	None	0.0	Gd	TA	BT	Fa	TA	No	Unf	0.0	Unf	0.0	572.0	572.0	GasA	Ex	Y	SBrkr	884	656	0	1540	0.0	0.0	1	1	3	1	Gd	7	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	240	77	0	0	0	0	NaN	NaN	NaN	0	2	2008	WD	NoRMDal
645	2106	70	RMD	60.0	6154.785680	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	2Story	2	1	1920	1950	Gable	SS	AsbShng	AsbShng	None	0.0	Fa	Fa	BT	Fa	Fa	No	Unf	0.0	Unf	0.0	723.0	723.0	GasA	TA	N	SBrkr	723	363	0	1086	0.0	0.0	1	0	2	1	TA	5	MajD1	0	NaN	Detchd	1920.0	Unf	2.0	400.0	Fa	Po	N	0	24	144	0	0	0	NaN	NaN	NaN	0	11	2008	ConLD	NoRMDal
646	2107	70	RMD	60.0	4964.222036	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	2Story	7	7	1890	1999	Gable	SS	Wd Sdng	Wd Shng	None	0.0	TA	TA	BT	TA	TA	Mn	Unf	0.0	Unf	0.0	1313.0	1313.0	GasW	Gd	Y	SBrkr	1313	1182	0	2495	0.0	0.0	2	0	5	1	TA	10	TF	1	Gd	Detchd	1950.0	Unf	2.0	342.0	TA	Fa	Y	0	299	0	0	0	0	NaN	NaN	NaN	0	12	2008	WD	NoRMDal
647	2108	20	RMD	65.0	13957.087070	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	1Story	5	6	1959	1959	Gable	SS	MetalSd	MetalSd	BrkFace	164.0	TA	TA	CB	TA	TA	No	Rec	200.0	Unf	0.0	784.0	984.0	GasA	Gd	Y	SBrkr	984	0	0	984	1.0	0.0	1	0	2	1	Fa	5	TF	0	NaN	Detchd	1959.0	Unf	1.0	308.0	TA	TA	N	0	0	0	0	0	0	NaN	NaN	NaN	0	6	2008	WD	NoRMDal
648	2109	20	RMD	52.0	6028.669990	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	1Story	4	6	1958	2006	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	869.0	869.0	GasA	TA	Y	SBrkr	1093	0	0	1093	0.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Detchd	1959.0	Unf	1.0	308.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	5	2008	WD	NoRMDal
649	2110	30	RLD	55.0	15699.981550	Paved	NaN	IR1	Bnk	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	1Story	5	7	1928	1983	Gable	SS	WdShing	Wd Shng	None	0.0	Gd	Gd	BT	TA	TA	No	LwQ	406.0	BLQ	273.0	329.0	1008.0	GasA	TA	Y	SBrkr	1143	0	0	1143	0.0	0.0	1	0	2	1	TA	5	TF	1	Po	Detchd	1992.0	Unf	1.0	288.0	TA	TA	Y	265	0	0	0	0	0	NaN	GdPrv	NaN	0	7	2008	WD	Normal
650	2111	50	RMD	NaN	17183.116160	Paved	NaN	IR1	Bnk	AllPub	C	GS	BrkSide	RRAn	Artery	1Fam	1.5Fin	7	7	1945	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	Fa	No	Unf	0.0	Unf	0.0	672.0	672.0	GasA	Gd	Y	SBrkr	1195	473	0	1668	0.0	0.0	1	1	3	1	Gd	8	TF	0	NaN	Attchd	1945.0	Unf	1.0	252.0	TA	TA	Y	210	0	0	0	0	0	NaN	NaN	NaN	0	8	2008	WD	AbnoRMDl
651	2112	50	RLD	NaN	17469.648760	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	1.5Fin	5	5	1935	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	Rec	175.0	Unf	0.0	849.0	1024.0	GasA	TA	Y	SBrkr	1144	594	0	1738	0.0	0.0	2	0	3	1	TA	6	TF	1	Gd	Detchd	1950.0	Unf	1.0	240.0	TA	TA	P	0	30	0	0	0	0	NaN	NaN	NaN	0	7	2008	WD	Normal
652	2113	50	RMD	50.0	8807.025057	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrkSide	Feedr	NoRMD	1Fam	1.5Fin	5	7	1941	2006	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	Gd	CB	TA	TA	No	ALQ	600.0	Unf	0.0	72.0	672.0	GasA	Ex	Y	SBrkr	832	378	0	1210	0.0	0.0	1	0	3	1	Gd	6	TF	0	NaN	Detchd	1941.0	Unf	1.0	240.0	TA	TA	P	0	0	0	0	0	0	NaN	NaN	NaN	0	5	2008	WD	NoRMDal
653	2114	70	RMD	59.0	5360.233076	Paved	NaN	Reg	Lvl	AllPub	C	GS	BrkSide	Feedr	Feedr	1Fam	2Story	6	9	1900	2000	Gable	SS	HdBoard	HdBoard	None	0.0	TA	Gd	BT	TA	TA	No	Unf	0.0	Unf	0.0	554.0	554.0	GasA	Ex	Y	SBrkr	736	554	0	1290	0.0	0.0	1	1	3	1	TA	6	TF	0	NaN	Detchd	1926.0	Unf	1.0	200.0	Fa	TA	Y	38	112	0	0	0	0	NaN	MnPrv	Shed	400	4	2008	WD	NoRMDal
654	2115	50	RMD	50.0	16088.658340	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrkSide	NoRMD	NoRMD	1Fam	1.5Fin	6	7	1940	1989	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	ALQ	521.0	Unf	0.0	460.0	981.0	GasA	Ex	Y	SBrkr	1014	658	0	1672	0.0	0.0	1	1	3	1	Gd	6	TF	1	Gd	Detchd	1940.0	Unf	1.0	240.0	TA	TA	Y	0	11	0	0	0	0	NaN	GdPrv	NaN	0	7	2008	WD	NoRMDal
655	2116	30	RMD	50.0	9617.548056	Paved	NaN	Reg	HLS	AllPub	I	GS	BrkSide	NoRMD	NoRMD	1Fam	1Story	5	7	1924	2003	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	Fa	BT	TA	Fa	No	Unf	0.0	Unf	0.0	949.0	949.0	GasA	Ex	Y	SBrkr	949	0	0	949	0.0	0.0	1	0	2	1	TA	5	TF	1	Fa	Detchd	1924.0	Unf	2.0	370.0	TA	TA	Y	0	0	48	0	0	0	NaN	NaN	NaN	0	7	2008	WD	NoRMDal
656	2117	50	RMD	50.0	3314.751077	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrkSide	NoRMD	NoRMD	1Fam	1.5Fin	6	7	1937	2000	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	Gd	BT	TA	TA	No	Rec	201.0	LwQ	162.0	462.0	825.0	GasA	Ex	Y	SBrkr	825	672	0	1497	0.0	0.0	2	0	3	1	TA	5	TF	0	NaN	Detchd	2004.0	Unf	1.0	672.0	TA	TA	Y	272	0	0	0	0	0	NaN	GdPrv	NaN	0	5	2008	WD	NoRMDal
657	2118	50	RMD	50.0	3922.497796	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrkSide	NoRMD	NoRMD	1Fam	1.5Fin	6	5	1939	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	LwQ	264.0	Unf	0.0	475.0	739.0	GasA	Ex	Y	SBrkr	874	468	0	1342	0.0	0.0	2	0	2	2	TA	7	TF	1	Gd	Detchd	1939.0	Unf	1.0	240.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	4	2008	WD	NoRMDal
658	2119	45	RMD	50.0	11399.175810	Paved	NaN	Reg	Bnk	AllPub	I	MS	BrkSide	NoRMD	NoRMD	1Fam	1.5Unf	6	7	1926	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	992.0	992.0	GasA	Ex	Y	SBrkr	1013	0	0	1013	0.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Detchd	1926.0	Unf	1.0	160.0	Fa	TA	Y	0	0	101	0	0	0	NaN	NaN	NaN	0	4	2008	WD	NoRMDal
659	2120	50	RMD	60.0	6361.010543	Paved	NaN	IR1	Lvl	AllPub	FR2P	GS	BrkSide	Feedr	NoRMD	1Fam	1.5Fin	5	7	1920	1997	Gable	SS	AsbShng	AsbShng	None	0.0	TA	Gd	BT	TA	TA	No	ALQ	68.0	Unf	0.0	497.0	565.0	GasA	TA	Y	SBrkr	565	651	0	1216	1.0	0.0	1	0	3	1	TA	6	TF	1	Gd	BuiltIn	1920.0	RFn	1.0	355.0	Fa	TA	Y	0	0	180	0	0	0	NaN	MnPrv	NaN	0	4	2008	WD	NoRMDal
660	2121	20	RMD	99.0	2469.776490	Paved	NaN	IR1	Lvl	AllPub	FR3P	GS	BrkSide	Feedr	NoRMD	1Fam	1Story	4	7	1946	1950	Gable	SS	MetalSd	CBlock	None	0.0	TA	TA	PC	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	GasA	TA	Y	FuseA	896	0	0	896	NaN	NaN	1	0	2	1	TA	4	TF	0	NaN	Detchd	1946.0	Unf	1.0	280.0	TA	TA	Y	0	0	0	0	0	0	NaN	MnPrv	NaN	0	4	2008	ConLD	AbnoRMDl
661	2122	50	RMD	52.0	11260.230840	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrkSide	NoRMD	NoRMD	1Fam	1.5Fin	4	7	1929	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	PC	TA	TA	No	BLQ	80.0	Unf	0.0	624.0	704.0	GasA	Ex	Y	SBrkr	624	512	0	1136	0.0	1.0	1	0	2	1	TA	6	TF	0	NaN	Detchd	1990.0	Unf	1.0	336.0	TA	TA	Y	0	365	80	0	0	0	NaN	NaN	NaN	0	8	2008	WD	NoRMDal
662	2123	30	RMD	NaN	6792.898307	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrkSide	NoRMD	NoRMD	1Fam	1Story	5	6	1945	1995	Gable	SS	Plywood	Plywood	None	0.0	TA	Gd	CB	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	Gd	N	SBrkr	808	0	0	808	0.0	0.0	1	0	1	1	TA	6	MD2	0	NaN	Attchd	1925.0	Unf	1.0	164.0	TA	TA	P	0	48	0	0	0	0	NaN	NaN	NaN	0	6	2008	WD	NoRMDal
663	2124	50	RMD	52.0	6751.716365	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrkSide	NoRMD	NoRMD	1Fam	1.5Fin	7	5	1939	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	Mn	Rec	300.0	LwQ	240.0	449.0	989.0	GasA	TA	Y	SBrkr	1245	764	0	2009	0.0	0.0	2	0	4	1	TA	7	MD2	1	Gd	Detchd	1939.0	Unf	2.0	400.0	TA	TA	Y	0	20	0	0	0	0	NaN	MnPrv	NaN	0	1	2008	WD	NoRMDal
664	2125	70	RMD	51.0	4729.440125	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	Artery	NoRMD	1Fam	2Story	5	5	1923	1950	Gambrel	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	LwQ	203.0	Unf	0.0	897.0	1100.0	GasA	TA	Y	SBrkr	1226	676	0	1902	0.0	0.0	2	0	4	1	TA	7	TF	0	NaN	Detchd	1960.0	Unf	2.0	576.0	TA	TA	Y	0	139	55	0	0	0	NaN	NaN	NaN	0	10	2008	WD	NoRMDal
665	2126	50	RLD	60.0	11394.487340	Paved	Paved	Reg	Lvl	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	1.5Fin	6	4	1915	2004	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	BT	TA	TA	No	Unf	0.0	Unf	0.0	810.0	810.0	GasA	Ex	Y	SBrkr	1170	546	0	1716	0.0	0.0	2	0	4	1	Gd	8	TF	0	NaN	Detchd	1970.0	Unf	2.0	672.0	TA	TA	Y	0	195	0	0	0	0	NaN	NaN	NaN	0	3	2008	WD	Normal
666	2127	60	RMD	57.0	9313.873519	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	2fmCon	2.5Unf	6	8	1910	1983	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	PC	TA	TA	Mn	Rec	196.0	Unf	0.0	1046.0	1242.0	GasA	Gd	Y	SBrkr	1242	742	0	1984	0.0	0.0	2	0	5	1	TA	8	TF	0	NaN	Detchd	NaN	NaN	1.0	360.0	NaN	NaN	Y	64	0	180	0	0	0	NaN	MnPrv	Shed	1000	9	2008	WD	NoRMDal
667	2128	50	RMD	63.0	17035.102760	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	1.5Fin	6	8	1910	1950	Gambrel	SS	MetalSd	MetalSd	None	0.0	Gd	TA	BT	Gd	Gd	No	Unf	0.0	Unf	0.0	796.0	796.0	GasA	Ex	Y	SBrkr	825	784	0	1609	0.0	0.0	1	0	3	1	TA	7	TF	0	NaN	Detchd	1910.0	Unf	1.0	228.0	Fa	Fa	N	0	182	0	0	0	0	NaN	NaN	NaN	0	6	2008	WD	NoRMDal
668	2129	30	RMD	NaN	6736.007381	Gravel	NaN	IR1	Lvl	AllPub	I	GS	IDOTRR	RRNe	NoRMD	1Fam	1Story	6	6	1930	1950	Gable	SS	Stucco	Wd Shng	None	0.0	Gd	Gd	BT	TA	TA	No	Unf	0.0	Unf	0.0	768.0	768.0	GasA	TA	Y	SBrkr	768	0	0	768	0.0	0.0	1	0	1	1	TA	4	TF	0	NaN	Detchd	1930.0	Unf	2.0	440.0	TA	TA	N	0	0	84	0	0	0	NaN	NaN	NaN	0	7	2008	WD	NoRMDal
669	2130	70	RMD	60.0	14039.670800	Paved	NaN	Reg	Lvl	AllPub	I	GS	IDOTRR	NoRMD	NoRMD	1Fam	2Story	6	6	1952	1952	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Rec	372.0	Unf	0.0	396.0	768.0	GasA	TA	Y	FuseA	768	768	0	1536	0.0	0.0	1	1	4	1	TA	7	TF	0	NaN	Detchd	1952.0	Unf	1.0	308.0	TA	TA	Y	0	216	80	0	0	0	NaN	NaN	NaN	0	5	2008	COD	AbnoRMDl
670	2131	50	RMD	60.0	13709.288950	Paved	NaN	Reg	Bnk	AllPub	I	GS	IDOTRR	NoRMD	NoRMD	1Fam	1.5Fin	6	6	1938	1958	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	1272.0	1272.0	GasA	TA	Y	SBrkr	1272	0	697	1969	0.0	0.0	2	0	4	1	TA	9	MD1	1	Gd	Detchd	1938.0	Unf	2.0	400.0	TA	TA	Y	0	34	0	0	0	0	NaN	NaN	NaN	0	11	2008	COD	NoRMDal
671	2132	50	RMD	NaN	19056.372820	Paved	Grvl	Reg	Lvl	AllPub	I	GS	IDOTRR	NoRMD	NoRMD	1Fam	1.5Fin	5	6	1915	1978	Gable	SS	HdBoard	HdBoard	None	0.0	TA	Fa	BT	TA	Fa	No	Unf	0.0	Unf	0.0	880.0	880.0	GasA	Gd	Y	SBrkr	880	428	0	1308	0.0	0.0	2	0	2	1	TA	6	TF	0	NaN	Detchd	1950.0	Unf	2.0	400.0	Fa	Fa	Y	0	0	117	0	0	0	NaN	NaN	NaN	0	4	2008	WD	NoRMDal
672	2133	30	RMD	60.0	15155.795970	Paved	NaN	Reg	Lvl	AllPub	C	GS	IDOTRR	NoRMD	NoRMD	1Fam	1Story	6	7	1925	1992	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	1040.0	1040.0	GasA	Gd	Y	SBrkr	1040	0	0	1040	0.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Detchd	1993.0	Unf	2.0	320.0	TA	TA	Y	0	132	0	0	0	0	NaN	NaN	NaN	0	7	2008	WD	NoRMDal
673	2134	50	RMD	62.0	9297.327301	Paved	NaN	Reg	Lvl	AllPub	I	GS	IDOTRR	NoRMD	NoRMD	1Fam	1.5Fin	6	6	1925	1950	Gable	SS	Stucco	Stucco	None	0.0	TA	TA	PC	TA	TA	No	Rec	121.0	Unf	0.0	647.0	768.0	GasA	TA	Y	SBrkr	788	448	0	1236	1.0	0.0	2	0	3	1	TA	6	TF	1	Gd	Detchd	1985.0	Unf	1.0	384.0	TA	TA	Y	0	0	0	0	0	0	NaN	MnPrv	NaN	0	8	2008	WD	Family
674	2135	30	RMD	60.0	10855.261500	Paved	NaN	Reg	Lvl	AllPub	I	GS	IDOTRR	RRNe	NoRMD	1Fam	1Story	5	8	1912	1991	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	Fa	TA	No	Unf	0.0	Unf	0.0	451.0	451.0	GasA	TA	Y	SBrkr	759	0	0	759	0.0	0.0	1	0	1	1	TA	5	TF	0	NaN	Detchd	1997.0	Unf	2.0	576.0	TA	TA	N	40	0	0	0	0	0	NaN	NaN	NaN	0	8	2008	ConLD	Family
675	2136	190	RMD	60.0	11205.604290	Paved	Grvl	Reg	Lvl	AllPub	I	GS	IDOTRR	NoRMD	NoRMD	2fmCon	2Story	3	3	1915	1950	Gable	SS	AsphShn	AsphShn	None	0.0	Fa	Fa	PC	TA	Fa	No	Unf	0.0	Unf	0.0	536.0	536.0	GasA	Ex	N	FuseF	808	536	0	1344	0.0	0.0	2	0	3	2	TA	8	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	42	0	204	0	0	0	NaN	NaN	NaN	0	5	2008	WD	NoRMDal
676	2137	20	RLD	82.0	10646.144560	Paved	NaN	Reg	Lvl	AllPub	I	GS	Sawyer	Feedr	Norm	1Fam	1Story	5	6	1947	1993	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	1046.0	1046.0	GasA	Gd	N	SBrkr	1054	0	0	1054	0.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Detchd	1947.0	Unf	1.0	240.0	TA	TA	Y	0	60	122	0	0	0	NaN	NaN	NaN	0	9	2008	WD	Abnorml
677	2138	85	RLD	NaN	7425.048025	Paved	NaN	Reg	Lvl	AllPub	C	GS	Sawyer	Feedr	Norm	1Fam	SFoyer	5	6	1963	1963	Gable	SS	HdBoard	Wd Sdng	None	0.0	TA	TA	CB	Gd	TA	Av	ALQ	784.0	Unf	0.0	197.0	981.0	GasA	TA	Y	SBrkr	1075	0	0	1075	1.0	0.0	1	0	3	1	Gd	6	TF	0	NaN	Detchd	1996.0	Unf	2.0	440.0	TA	TA	Y	64	0	0	0	64	0	NaN	MnPrv	NaN	0	5	2008	WD	Abnorml
678	2139	80	RLD	80.0	9600.719807	Paved	NaN	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	SLvl	6	5	1978	1978	Gable	SS	HdBoard	Plywood	BrkFace	39.0	TA	TA	CB	TA	TA	Av	ALQ	528.0	Unf	0.0	480.0	1008.0	GasA	TA	Y	SBrkr	1096	0	0	1096	1.0	0.0	1	0	3	1	TA	6	TF	1	Fa	Attchd	1978.0	Unf	2.0	484.0	TA	TA	Y	168	0	0	0	0	0	NaN	NaN	NaN	0	12	2008	WD	Normal
679	2140	20	RLD	68.0	15695.628490	Paved	NaN	IR1	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	7	1967	2005	Gable	SS	HdBoard	HdBoard	None	0.0	TA	Fa	CB	TA	TA	No	ALQ	758.0	Unf	0.0	234.0	992.0	GasA	Ex	Y	SBrkr	992	0	0	992	1.0	0.0	1	0	3	1	Gd	6	TF	0	NaN	Attchd	1967.0	RFn	1.0	294.0	TA	TA	Y	204	0	0	0	0	0	NaN	MnPrv	Shed	600	7	2008	WD	Normal
680	2141	85	RLD	NaN	6530.462406	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	Sawyer	Norm	Norm	1Fam	SFoyer	6	8	1978	1978	Gable	SS	HdBoard	HdBoard	BrkCmn	40.0	TA	TA	CB	Gd	TA	Gd	ALQ	450.0	Unf	0.0	0.0	450.0	GasA	Ex	Y	SBrkr	1034	0	0	1034	0.0	1.0	1	0	3	1	TA	6	TF	1	Po	Basment	1978.0	Fin	2.0	504.0	TA	TA	Y	311	0	0	0	0	0	NaN	GdWo	NaN	0	5	2008	WD	Normal
681	2142	20	RLD	NaN	9266.173842	Paved	NaN	IR1	Lvl	AllPub	C	GS	Sawyer	Norm	Norm	1Fam	1Story	5	5	1967	1967	Gable	SS	MetalSd	MetalSd	BrkFace	340.0	TA	TA	CB	TA	TA	Mn	BLQ	221.0	Unf	0.0	852.0	1073.0	GasA	Gd	Y	SBrkr	1073	0	0	1073	0.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Attchd	1967.0	RFn	1.0	270.0	TA	TA	Y	0	90	0	0	0	0	NaN	MnPrv	NaN	0	3	2008	WD	Normal
682	2143	85	RLD	NaN	6064.738169	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	Sawyer	Norm	Norm	1Fam	SFoyer	5	5	1984	1984	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	Av	LwQ	104.0	ALQ	956.0	0.0	1060.0	GasA	TA	Y	SBrkr	1126	0	0	1126	1.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Attchd	1984.0	Unf	2.0	506.0	TA	TA	Y	178	0	0	0	0	0	NaN	NaN	NaN	0	3	2008	WD	Normal
683	2144	190	RLD	60.0	774.126220	Paved	NaN	Reg	Lvl	AllPub	I	GS	Sawyer	Feedr	Norm	2fmCon	1Story	5	4	1920	1950	Gable	SS	BrkFace	Stucco	None	0.0	TA	TA	PC	TA	Fa	No	BLQ	1300.0	Unf	0.0	0.0	1300.0	GasA	Fa	Y	SBrkr	1140	0	0	1140	1.0	0.0	1	0	3	1	TA	6	TF	0	NaN	CarPort	1920.0	Unf	2.0	400.0	TA	TA	Y	0	0	190	0	0	0	NaN	NaN	NaN	0	1	2008	WD	Alloca
684	2145	20	RLD	94.0	11653.207820	Paved	NaN	Reg	Lvl	AllPub	I	GS	Sawyer	Feedr	Norm	1Fam	1Story	5	8	1963	2003	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	CB	TA	TA	No	GLQ	634.0	Unf	0.0	326.0	960.0	GasA	Ex	Y	SBrkr	960	0	0	960	1.0	0.0	1	0	3	1	Gd	6	TF	0	NaN	Attchd	1963.0	Fin	1.0	300.0	TA	TA	Y	168	0	0	0	0	0	NaN	NaN	NaN	0	5	2008	WD	Normal
685	2146	20	RLD	88.0	951.923458	Paved	NaN	Reg	Lvl	AllPub	I	GS	Sawyer	PosA	Norm	1Fam	1Story	6	8	1956	1956	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	Gd	Gd	GLQ	776.0	Unf	0.0	212.0	988.0	GasA	TA	Y	FuseA	1188	0	0	1188	1.0	0.0	1	0	1	1	TA	4	TF	1	TA	Attchd	1956.0	Unf	2.0	621.0	TA	TA	Y	102	89	231	0	0	0	NaN	NaN	NaN	0	6	2008	WD	Normal
686	2147	190	RLD	NaN	-566.484916	Paved	NaN	Reg	Lvl	AllPub	C	GS	ClearCr	Norm	Norm	1Fam	1Story	5	3	1960	1960	Flat	TG	Plywood	Plywood	Stone	275.0	TA	TA	CB	TA	TA	Mn	Rec	988.0	Unf	0.0	0.0	988.0	GasA	Gd	Y	SBrkr	1721	0	0	1721	1.0	0.0	2	0	3	1	TA	7	Mod	2	TA	Basment	1960.0	Unf	2.0	626.0	TA	TA	Y	50	84	0	0	0	0	NaN	NaN	NaN	0	12	2008	WD	Abnorml
687	2148	50	RLD	63.0	4387.414335	Paved	NaN	Reg	Lvl	AllPub	C	GS	Sawyer	Norm	Norm	1Fam	1.5Fin	5	7	1941	1973	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	ALQ	336.0	Unf	0.0	240.0	576.0	GasA	Gd	Y	SBrkr	864	486	0	1350	1.0	0.0	1	1	2	1	Gd	6	MD1	0	NaN	2Types	1973.0	Unf	3.0	627.0	TA	TA	N	0	0	0	0	0	0	NaN	MnPrv	NaN	0	6	2008	WD	Normal
688	2149	80	RLD	NaN	8752.595859	Paved	NaN	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	SLvl	5	8	1970	1970	Hip	SS	HdBoard	HdBoard	None	0.0	TA	Gd	PC	Gd	TA	Av	ALQ	704.0	Unf	0.0	160.0	864.0	GasA	Ex	Y	SBrkr	904	0	0	904	0.0	0.0	1	0	3	1	Gd	5	TF	0	NaN	2TFes	1979.0	Unf	3.0	912.0	TA	TA	Y	143	0	0	0	0	0	NaN	MnPrv	NaN	0	6	2008	WD	Normal
689	2150	20	RLD	82.0	3294.838135	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	ClearCr	Norm	Norm	1Fam	1Story	7	6	1979	1979	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	Gd	TA	Gd	GLQ	599.0	Unf	0.0	925.0	1524.0	GasA	TA	Y	SBrkr	1524	0	0	1524	1.0	0.0	2	0	3	1	TA	7	TF	2	Gd	Attchd	1979.0	Fin	2.0	478.0	TA	TA	Y	140	0	0	0	0	0	NaN	NaN	NaN	0	4	2008	WD	Normal
690	2151	50	RLD	50.0	7125.368959	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1.5Fin	7	5	1948	1950	Gable	SS	BrkFace	Plywood	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	570.0	570.0	GasA	TA	Y	SBrkr	617	462	0	1079	0.0	0.0	1	0	2	1	TA	5	TF	1	Gd	Attchd	1948.0	Unf	1.0	249.0	TA	TA	Y	135	0	0	0	0	0	NaN	NaN	NaN	0	1	2008	WD	Normal
691	2152	30	RLD	85.0	6022.039697	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	5	7	1940	2007	Flat	TG	NaN	NaN	None	0.0	TA	TA	PC	TA	TA	Gd	ALQ	1035.0	Unf	0.0	545.0	1580.0	GasA	Ex	Y	SBrkr	1518	0	0	1518	1.0	0.0	1	0	2	1	Fa	5	TF	2	Gd	NaN	NaN	NaN	0.0	0.0	NaN	NaN	Y	0	39	0	0	0	0	NaN	NaN	NaN	0	1	2008	WD	Normal
692	2153	20	RLD	68.0	-466.006548	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	5	6	1956	1956	Hip	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	Av	Rec	870.0	Unf	0.0	639.0	1509.0	GasA	TA	Y	FuseA	1509	0	0	1509	1.0	0.0	1	0	3	1	Gd	6	TF	1	TA	Attchd	1956.0	Unf	1.0	322.0	TA	TA	Y	158	0	0	0	576	0	NaN	MnPrv	NaN	0	7	2008	WD	Normal
693	2154	90	RLD	50.0	16442.111420	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	Duplex	SFoyer	5	5	1975	1975	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	PC	Gd	TA	Av	GLQ	864.0	Unf	0.0	0.0	864.0	GasA	Fa	N	SBrkr	864	0	0	864	1.0	0.0	1	0	2	1	TA	4	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	4	2008	WD	Normal
694	2155	60	RLD	50.0	9276.220788	Paved	NaN	Reg	Lvl	AllPub	C	GS	Edwards	Norm	Norm	1Fam	2Story	6	8	1962	2001	Gable	SS	VinylSd	VinylSd	BrkCmn	216.0	Gd	TA	CB	TA	TA	No	Rec	324.0	Unf	0.0	297.0	621.0	GasA	TA	Y	SBrkr	621	648	0	1269	0.0	0.0	1	1	3	1	TA	7	TF	0	NaN	Detchd	1962.0	Unf	1.0	280.0	TA	TA	Y	0	236	0	0	0	0	NaN	GdWo	NaN	0	11	2008	WD	Normal
695	2156	60	RLD	NaN	11430.193160	Paved	NaN	IR3	Lvl	AllPub	C	GS	SawyerW	Norm	Norm	1Fam	2Story	6	5	1995	2002	Gable	SS	HdBoard	HdBoard	BrkFace	190.0	Gd	TA	PC	Gd	TA	No	LwQ	779.0	Unf	0.0	298.0	1077.0	GasA	Ex	Y	SBrkr	1093	1721	0	2814	0.0	1.0	2	1	4	1	Gd	9	TF	1	TA	BuiltIn	1995.0	Fin	2.0	614.0	TA	TA	Y	48	32	0	0	216	0	NaN	GdPrv	NaN	0	6	2008	WD	Normal
696	2157	20	RLD	80.0	8429.332712	Paved	NaN	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	1Story	7	5	1994	1994	Gable	SS	HdBoard	HdBoard	BrkFace	251.0	Gd	TA	PC	Gd	TA	No	GLQ	1271.0	Unf	0.0	331.0	1602.0	GasA	Ex	Y	SBrkr	1626	0	0	1626	1.0	0.0	2	1	3	1	Gd	7	TF	1	TA	Attchd	1994.0	RFn	2.0	534.0	TA	TA	Y	424	40	0	0	0	0	NaN	NaN	NaN	0	4	2008	WD	Normal
697	2158	60	RLD	NaN	8857.733151	Paved	NaN	IR2	Lvl	AllPub	CulDSac	GS	SawyerW	Norm	Norm	1Fam	2Story	7	5	1993	1994	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	355.0	Unf	0.0	457.0	812.0	GasA	Ex	Y	SBrkr	1101	1099	0	2200	0.0	0.0	2	1	4	1	Gd	9	TF	1	TA	Attchd	1993.0	RFn	2.0	453.0	TA	TA	Y	168	98	0	0	0	0	NaN	NaN	NaN	0	12	2008	WD	Normal
698	2159	80	RLD	85.0	13460.216230	Paved	NaN	IR1	Lvl	AllPub	C	GS	SawyerW	Norm	Norm	1Fam	SLvl	7	5	1996	1996	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	Unf	0.0	Unf	0.0	672.0	672.0	GasA	Ex	Y	SBrkr	1302	735	0	2037	0.0	0.0	2	1	3	1	Gd	8	TF	1	TA	Attchd	1996.0	Fin	2.0	472.0	TA	TA	Y	100	33	0	0	0	0	NaN	NaN	NaN	0	2	2008	WD	Normal
699	2160	60	RLD	65.0	8566.595675	Paved	NaN	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2007	2007	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	628.0	628.0	GasA	Ex	Y	SBrkr	628	728	0	1356	0.0	0.0	2	1	3	1	Gd	6	TF	1	Gd	BuiltIn	2007.0	Fin	2.0	484.0	TA	TA	Y	100	24	0	0	0	0	NaN	NaN	NaN	0	3	2008	New	Partial
700	2161	20	RLD	65.0	12121.101380	Paved	NaN	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	8	5	2007	2007	Gable	SS	VinylSd	VinylSd	Stone	156.0	Gd	TA	PC	Gd	TA	Av	Unf	0.0	Unf	0.0	1615.0	1615.0	GasA	Ex	Y	SBrkr	1615	0	0	1615	0.0	0.0	2	0	3	1	Gd	7	TF	1	Gd	Attchd	2007.0	RFn	3.0	864.0	TA	TA	Y	168	30	0	0	0	0	NaN	NaN	NaN	0	5	2008	WD	Normal
701	2162	20	RLD	91.0	16028.837920	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	9	5	2008	2008	Hip	SS	VinylSd	VinylSd	Stone	554.0	Gd	TA	PC	Gd	TA	Gd	GLQ	2085.0	Unf	0.0	186.0	2271.0	GasA	Ex	Y	SBrkr	2276	0	0	2276	1.0	0.0	2	0	3	1	Ex	7	TF	2	Gd	Attchd	2008.0	RFn	3.0	1348.0	Gd	TA	Y	0	0	70	0	255	0	NaN	NaN	NaN	0	6	2008	WD	Abnorml
702	2163	20	RLD	91.0	9048.340188	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	PosN	Norm	1Fam	1Story	9	5	2008	2008	Hip	SS	VinylSd	VinylSd	Stone	402.0	Ex	TA	PC	Ex	TA	Av	GLQ	1153.0	Unf	0.0	598.0	1751.0	GasA	Ex	Y	SBrkr	1766	0	0	1766	1.0	0.0	2	1	3	1	Ex	8	TF	2	Gd	Attchd	2008.0	Fin	3.0	874.0	TA	TA	Y	216	36	0	0	0	0	NaN	NaN	NaN	0	12	2008	New	Partial
703	2164	80	RLD	NaN	24609.349070	Paved	NaN	IR2	Lvl	AllPub	C	GS	SawyerW	Norm	Norm	1Fam	SLvl	8	5	1995	1995	Gable	SS	VinylSd	VinylSd	BrkFace	302.0	Gd	TA	PC	Gd	TA	Gd	GLQ	770.0	Unf	0.0	631.0	1401.0	GasA	Ex	Y	SBrkr	1511	0	0	1511	1.0	0.0	2	0	3	1	Gd	6	TF	1	Fa	Attchd	1995.0	Fin	3.0	811.0	TA	TA	Y	168	42	0	0	0	0	NaN	NaN	NaN	0	2	2008	WD	Normal
704	2165	20	RLD	NaN	-390.442827	Paved	NaN	IR1	Bnk	AllPub	CulDSac	GS	ClearCr	Norm	Norm	1Fam	1Story	6	6	1966	1966	Flat	TG	Plywood	Plywood	None	0.0	TA	TA	CB	Gd	Gd	Gd	LwQ	262.0	ALQ	723.0	197.0	1182.0	GasA	Ex	Y	SBrkr	1643	0	0	1643	1.0	0.0	2	0	2	1	TA	6	TF	1	Gd	Attchd	1966.0	Unf	2.0	438.0	TA	TA	Y	339	0	0	0	0	0	NaN	NaN	NaN	0	3	2008	WD	Normal
705	2166	20	RLD	65.0	8139.480678	Paved	NaN	Reg	Low	AllPub	I	MS	CollgCr	Norm	Norm	1Fam	1Story	5	7	1994	1994	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	GLQ	722.0	Unf	0.0	268.0	990.0	GasA	Ex	Y	SBrkr	990	0	0	990	1.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Detchd	1997.0	Unf	2.0	528.0	TA	TA	Y	168	0	0	0	0	0	NaN	NaN	NaN	0	8	2008	WD	Normal
706	2167	20	RLD	NaN	16128.712890	Paved	NaN	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	1997	1998	Gable	SS	VinylSd	VinylSd	BrkFace	150.0	TA	TA	PC	Gd	TA	Gd	GLQ	1308.0	Unf	0.0	110.0	1418.0	GasA	Ex	Y	SBrkr	1418	0	0	1418	1.0	0.0	2	0	3	1	Gd	5	TF	1	TA	Attchd	1997.0	RFn	2.0	558.0	TA	TA	Y	208	110	0	0	0	0	NaN	NaN	NaN	0	5	2008	WD	Normal
707	2168	60	RLD	NaN	7846.197180	Paved	NaN	IR1	Lvl	AllPub	C	GS	CollgCr	PosN	Norm	1Fam	2Story	6	5	1997	1997	Gable	SS	VinylSd	VinylSd	BrkFace	128.0	TA	TA	PC	Gd	TA	No	GLQ	688.0	Unf	0.0	176.0	864.0	GasA	Ex	Y	SBrkr	872	899	0	1771	1.0	0.0	2	1	3	1	Gd	6	TF	0	NaN	Attchd	1997.0	RFn	2.0	600.0	TA	TA	Y	0	96	0	0	0	0	NaN	NaN	NaN	0	7	2008	WD	Normal
708	2169	60	RLD	68.0	8057.472249	Paved	NaN	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2000	2000	Gable	SS	VinylSd	VinylSd	BrkFace	120.0	Gd	TA	PC	Gd	TA	Mn	GLQ	527.0	Unf	0.0	255.0	782.0	GasA	Ex	Y	SBrkr	782	870	0	1652	0.0	0.0	2	1	3	1	Gd	6	TF	0	NaN	Attchd	2000.0	RFn	2.0	532.0	TA	TA	Y	0	70	0	0	0	0	NaN	NaN	NaN	0	6	2008	WD	Normal
709	2170	60	RLD	75.0	1621.474870	Paved	NaN	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2000	2001	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	663.0	Unf	0.0	265.0	928.0	GasA	Ex	Y	SBrkr	928	895	0	1823	1.0	0.0	2	1	3	1	Gd	6	TF	0	NaN	Attchd	2000.0	RFn	2.0	626.0	TA	TA	Y	192	36	0	0	0	0	NaN	NaN	Shed	4500	5	2008	WD	Normal
710	2171	20	RLD	NaN	-980.087499	Paved	NaN	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	5	6	1978	1978	Gable	SS	HdBoard	HdBoard	BrkFace	180.0	TA	TA	CB	Gd	TA	Mn	ALQ	781.0	Unf	0.0	83.0	864.0	GasA	Ex	Y	SBrkr	1174	0	0	1174	1.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Attchd	1978.0	Unf	2.0	528.0	TA	TA	Y	211	0	280	0	0	0	NaN	NaN	NaN	0	5	2008	WD	Normal
711	2172	20	RLD	NaN	14610.480910	Paved	NaN	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	5	6	1975	1975	Gable	SS	HdBoard	HdBoard	BrkFace	176.0	TA	TA	CB	TA	TA	Av	ALQ	294.0	Unf	0.0	782.0	1076.0	GasA	TA	Y	SBrkr	1076	0	0	1076	0.0	0.0	1	1	3	1	TA	5	TF	1	Fa	Detchd	1985.0	Unf	2.0	576.0	TA	TA	Y	0	0	0	0	0	0	NaN	MnPrv	NaN	0	9	2008	WD	Abnorml
712	2173	20	RLD	40.0	7196.363921	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	CollgCr	Norm	Norm	1Fam	1Story	5	6	1975	2001	Gable	SS	Plywood	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	Rec	88.0	ALQ	596.0	180.0	864.0	GasA	TA	Y	SBrkr	1558	0	0	1558	1.0	0.0	2	0	2	1	TA	5	MD2	0	NaN	Attchd	1975.0	Fin	2.0	440.0	TA	TA	Y	140	0	239	0	227	0	NaN	NaN	NaN	0	8	2008	WD	Normal
713	2174	60	RLD	NaN	15197.842230	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2001	2001	Gable	SS	VinylSd	VinylSd	BrkFace	227.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1257.0	1257.0	GasA	Ex	Y	SBrkr	1290	871	0	2161	0.0	0.0	2	1	3	1	Gd	8	TF	1	TA	Attchd	2001.0	RFn	2.0	570.0	TA	TA	Y	0	84	0	0	0	0	NaN	NaN	NaN	0	6	2008	WD	Normal
714	2175	60	RLD	NaN	9047.108037	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	CollgCr	Norm	Norm	1Fam	2Story	9	5	2001	2002	Gable	SS	VinylSd	VinylSd	BrkFace	134.0	Gd	TA	PC	Gd	TA	Mn	GLQ	1194.0	Unf	0.0	163.0	1357.0	GasA	Ex	Y	SBrkr	1366	581	0	1947	1.0	0.0	2	1	3	1	Gd	7	TF	1	TA	BuiltIn	2001.0	Fin	3.0	725.0	TA	TA	Y	168	116	0	0	0	0	NaN	NaN	NaN	0	1	2008	WD	Normal
715	2176	20	RLD	NaN	11356.470200	Paved	NaN	IR2	Lvl	AllPub	CulDSac	GS	CollgCr	Norm	Norm	1Fam	1Story	8	5	2002	2003	Hip	SS	VinylSd	VinylSd	BrkFace	240.0	Gd	TA	PC	Ex	TA	Gd	GLQ	1538.0	Unf	0.0	240.0	1778.0	GasA	Ex	Y	SBrkr	1786	0	0	1786	1.0	0.0	2	0	3	1	Gd	6	TF	1	Gd	Attchd	2002.0	RFn	3.0	715.0	TA	TA	Y	182	35	0	0	0	0	NaN	NaN	NaN	0	6	2008	WD	Normal
716	2177	60	RLD	41.0	11777.480820	Paved	NaN	IR2	Lvl	AllPub	CulDSac	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2003	2003	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1129.0	1129.0	GasA	Ex	Y	SBrkr	1129	1198	0	2327	0.0	0.0	2	1	4	1	Gd	9	TF	1	Gd	BuiltIn	2003.0	RFn	2.0	596.0	TA	TA	Y	0	57	0	0	0	0	NaN	NaN	NaN	0	8	2008	WD	Normal
717	2178	60	RLD	96.0	12005.485540	Paved	NaN	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	8	5	1999	2000	Gable	SS	VinylSd	VinylSd	BrkFace	192.0	Gd	TA	PC	Gd	TA	Av	Unf	0.0	Unf	0.0	850.0	850.0	GasA	Ex	Y	SBrkr	886	878	0	1764	0.0	0.0	2	1	3	1	Gd	7	TF	1	TA	Attchd	1999.0	Unf	2.0	560.0	TA	TA	Y	120	29	0	0	0	0	NaN	NaN	NaN	0	6	2008	WD	Normal
718	2179	120	RMD	NaN	17484.699890	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	NoRMD	NoRMD	TwnhsE	1Story	6	5	2004	2004	Gable	SS	VinylSd	VinylSd	BrkFace	205.0	Gd	TA	PC	Gd	TA	Mn	GLQ	662.0	Unf	0.0	186.0	848.0	GasA	Ex	Y	SBrkr	848	0	0	848	1.0	0.0	1	0	1	1	Gd	3	TF	0	NaN	Attchd	2004.0	RFn	2.0	420.0	TA	TA	Y	140	0	0	0	0	0	NaN	NaN	NaN	0	2	2008	WD	NoRMDal
719	2180	90	RMD	83.0	8833.597381	Paved	NaN	Reg	Lvl	AllPub	C	GS	CollgCr	NoRMD	NoRMD	Duplex	SFoyer	6	5	1997	1998	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	PC	Gd	TA	Gd	GLQ	1593.0	LwQ	162.0	83.0	1838.0	GasA	Ex	Y	SBrkr	1838	0	0	1838	2.0	0.0	2	0	2	2	TA	8	TF	0	NaN	Attchd	1998.0	Unf	3.0	721.0	TA	TA	Y	160	67	0	0	0	0	NaN	NaN	NaN	0	7	2008	WD	AbnoRMDl
720	2181	20	RLD	75.0	12498.208960	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2004	2004	Gable	SS	VinylSd	VinylSd	Stone	50.0	Gd	TA	PC	Gd	TA	Mn	GLQ	24.0	Unf	0.0	1421.0	1445.0	GasA	Ex	Y	SBrkr	1445	0	0	1445	0.0	0.0	2	0	3	1	Gd	6	TF	0	NaN	Attchd	2004.0	Unf	2.0	470.0	TA	TA	Y	0	35	0	0	0	0	NaN	NaN	NaN	0	6	2008	WD	Normal
721	2182	20	RLD	85.0	8351.822488	Paved	NaN	Reg	Lvl	AllPub	C	GS	CollgCr	Norm	Norm	1Fam	1Story	7	6	2007	2007	Gable	SS	VinylSd	VinylSd	Stone	212.0	Gd	TA	PC	Gd	TA	No	GLQ	56.0	Unf	0.0	1508.0	1564.0	GasA	Ex	Y	SBrkr	1564	0	0	1564	0.0	0.0	2	0	3	1	Gd	6	TF	0	NaN	Attchd	2007.0	RFn	3.0	814.0	TA	TA	Y	0	24	0	0	0	0	NaN	NaN	NaN	0	2	2008	WD	Normal
722	2183	20	RLD	74.0	5856.069322	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2007	2007	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	GLQ	24.0	Unf	0.0	1327.0	1351.0	GasA	Ex	Y	SBrkr	1361	0	0	1361	0.0	0.0	2	0	3	1	Gd	6	TF	0	NaN	Attchd	2007.0	RFn	2.0	610.0	TA	TA	Y	0	50	0	0	0	0	NaN	NaN	NaN	0	6	2008	WD	Normal
723	2184	20	RLD	75.0	10834.651070	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	5	5	1966	1966	Hip	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	Rec	609.0	Unf	0.0	483.0	1092.0	GasA	TA	Y	SBrkr	1092	0	0	1092	0.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Attchd	1966.0	Unf	1.0	264.0	TA	TA	Y	259	0	0	0	161	0	NaN	MnPrv	NaN	0	4	2008	COD	Abnorml
724	2185	85	RLD	64.0	9686.254683	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	SFoyer	5	5	1976	1976	Gable	SS	HdBoard	Plywood	BrkFace	222.0	TA	TA	CB	Gd	Gd	Gd	ALQ	456.0	Unf	0.0	0.0	456.0	GasA	Ex	Y	SBrkr	1033	0	0	1033	0.0	1.0	1	0	3	1	TA	6	TF	0	NaN	BuiltIn	1976.0	RFn	2.0	504.0	Fa	TA	Y	224	0	0	0	0	0	NaN	NaN	NaN	0	4	2008	WD	Family
725	2186	20	RLD	65.0	10167.372200	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	6	6	1976	1976	Hip	SS	HdBoard	Plywood	BrkFace	84.0	TA	TA	CB	TA	NaN	No	BLQ	1033.0	Unf	0.0	94.0	1127.0	GasA	TA	Y	SBrkr	1127	0	0	1127	0.0	1.0	1	1	3	1	TA	6	TF	1	Po	Detchd	1991.0	Unf	2.0	480.0	TA	TA	Y	0	0	138	0	0	0	NaN	NaN	NaN	0	5	2008	WD	Normal
726	2187	80	RLD	NaN	8663.569509	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	Edwards	Norm	Norm	1Fam	SLvl	6	6	1977	1977	Hip	SS	Plywood	Plywood	None	0.0	TA	TA	CB	TA	TA	Av	ALQ	368.0	Rec	120.0	541.0	1029.0	GasA	TA	Y	SBrkr	1117	0	0	1117	1.0	0.0	1	0	3	1	TA	6	TF	1	Fa	Attchd	1977.0	RFn	2.0	542.0	TA	TA	Y	292	0	0	0	0	0	NaN	NaN	NaN	0	11	2008	WD	Normal
727	2188	60	RLD	72.0	8191.709975	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	2Story	6	7	1976	2001	Hip	SS	Plywood	Plywood	None	0.0	TA	TA	CB	TA	TA	Av	ALQ	288.0	Unf	0.0	396.0	684.0	GasA	TA	Y	SBrkr	684	714	0	1398	0.0	0.0	1	1	3	1	TA	6	TF	1	TA	Attchd	1976.0	Fin	2.0	440.0	TA	TA	Y	0	0	0	0	0	0	NaN	MnPrv	NaN	0	2	2008	WD	Normal
728	2189	20	RLD	123.0	12164.035120	Paved	NaN	IR1	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	5	7	1959	1996	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	SL	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	TA	Y	SBrkr	3820	0	0	3820	NaN	NaN	3	1	5	1	Ex	11	TF	2	Gd	Attchd	1959.0	Unf	2.0	624.0	TA	TA	Y	0	372	0	0	0	0	NaN	NaN	NaN	0	7	2008	WD	Normal
729	2190	90	RLD	65.0	12764.420010	Paved	NaN	Reg	Lvl	AllPub	C	GS	Edwards	Norm	Norm	Duplex	1Story	4	5	1955	1955	Gable	SS	AsbShng	Plywood	None	0.0	TA	Fa	PC	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	TA	N	SBrkr	1152	0	0	1152	0.0	0.0	2	0	2	2	TA	6	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	0	0	0	0	0	0	NaN	NaN	NaN	0	6	2008	WD	AdjLand
730	2191	90	RLD	74.0	15266.946450	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	Duplex	1Story	4	5	1955	1955	Gable	SS	WdShing	Wd Shng	BrkCmn	58.0	TA	TA	SL	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	TA	N	FuseF	1152	0	0	1152	0.0	0.0	2	0	2	2	TA	6	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	0	0	0	0	0	0	NaN	NaN	NaN	0	7	2008	WD	Normal
731	2192	190	RLD	56.0	19200.393370	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	2fmCon	1Story	4	5	1955	1955	Hip	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	Av	ALQ	784.0	Unf	0.0	0.0	784.0	GasA	TA	N	FuseP	784	0	0	784	1.0	0.0	1	0	2	1	TA	4	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	Y	112	0	0	0	0	0	NaN	NaN	NaN	0	5	2008	WD	Normal
732	2193	50	RLD	60.0	4563.069335	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1.5Fin	5	7	1938	2007	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	PC	TA	TA	No	Unf	0.0	Unf	0.0	585.0	585.0	GasA	Gd	Y	FuseF	585	468	0	1053	0.0	0.0	1	1	2	1	Ex	5	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	42	0	0	0	0	0	NaN	NaN	NaN	0	1	2008	WD	Family
733	2194	50	RLD	57.0	3958.381922	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1.5Fin	5	8	1947	1993	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	SL	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	Gd	Y	SBrkr	929	208	0	1137	0.0	0.0	1	1	4	1	TA	8	MD1	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	4	2008	WD	Normal
734	2195	20	RLD	68.0	2411.104324	Paved	NaN	Reg	Bnk	AllPub	I	MS	Edwards	Norm	Norm	1Fam	1Story	4	5	1953	1953	Gable	SS	MetalSd	MetalSd	Stone	115.0	TA	TA	CB	Gd	TA	No	Rec	767.0	Unf	0.0	144.0	911.0	GasA	TA	Y	SBrkr	930	0	0	930	0.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Attchd	1953.0	RFn	1.0	286.0	TA	TA	Y	134	0	0	0	0	0	NaN	MnPrv	Gar2	3000	5	2008	WD	Normal
735	2196	80	RLD	62.0	4496.267980	Paved	NaN	Reg	Bnk	AllPub	I	MS	Edwards	Norm	Norm	1Fam	SLvl	4	6	1954	1954	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	Ex	TA	Av	Unf	0.0	Unf	0.0	416.0	416.0	GasA	Gd	Y	FuseA	1204	0	0	1204	0.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Basment	1954.0	Unf	1.0	312.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	11	2008	WD	Abnorml
736	2197	30	RLD	67.0	7295.918416	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1.5Fin	4	7	1923	2008	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	PC	TA	TA	No	ALQ	224.0	Unf	0.0	725.0	949.0	GasA	TA	Y	SBrkr	949	343	0	1292	0.0	0.0	1	1	3	1	Gd	6	TF	0	NaN	Detchd	1923.0	Unf	1.0	205.0	TA	TA	N	0	0	183	0	0	0	NaN	NaN	NaN	0	6	2008	WD	Normal
737	2198	30	RLD	60.0	11433.067980	Paved	NaN	Reg	Lvl	AllPub	C	GS	SWISU	Norm	Norm	1Fam	1Story	7	8	1921	1950	Gable	SS	WdShing	Wd Shng	BrkFace	174.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	1228.0	1228.0	GasA	Ex	Y	SBrkr	1424	0	0	1424	0.0	0.0	2	0	2	1	TA	7	TF	1	Gd	Attchd	1921.0	Unf	1.0	312.0	TA	TA	Y	0	0	90	0	0	0	NaN	NaN	NaN	0	4	2008	WD	Normal
738	2199	90	RLD	64.0	365.049262	Paved	NaN	Reg	Lvl	AllPub	I	GS	SWISU	Norm	Norm	Duplex	2.5Unf	6	7	1930	1950	Gable	SS	Stucco	Stucco	None	0.0	TA	TA	BT	TA	TA	No	ALQ	281.0	Rec	679.0	0.0	960.0	GasA	Ex	Y	SBrkr	960	960	0	1920	2.0	0.0	2	2	4	2	TA	10	TF	2	Gd	Detchd	1930.0	Unf	2.0	480.0	TA	TA	Y	248	0	121	0	0	0	NaN	NaN	NaN	0	7	2008	WD	Abnorml
739	2200	70	RLD	66.0	2152.004946	Paved	NaN	Reg	Bnk	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	2Story	6	6	1926	1950	Gambrel	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	BLQ	379.0	Unf	0.0	265.0	644.0	GasA	Ex	Y	SBrkr	672	644	0	1316	1.0	0.0	1	0	2	1	TA	6	TF	1	Gd	Detchd	2001.0	Unf	1.0	369.0	TA	TA	P	0	0	0	0	192	0	NaN	MnPrv	NaN	0	7	2008	WD	Normal
740	2201	50	RLD	63.0	16217.181590	Paved	NaN	Reg	Lvl	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	1.5Fin	6	6	1914	1995	Gable	SS	Wd Sdng	Wd Shng	None	0.0	TA	TA	BT	Gd	TA	No	Unf	0.0	Unf	0.0	676.0	676.0	GasA	Ex	Y	SBrkr	676	588	0	1264	0.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Detchd	1994.0	Unf	2.0	400.0	TA	TA	Y	424	0	0	0	0	0	NaN	NaN	Shed	400	1	2008	WD	Normal
741	2202	70	RLD	54.0	8896.807484	Paved	NaN	Reg	Lvl	AllPub	C	GS	Crawfor	Norm	Norm	1Fam	2Story	8	9	1925	1997	Gable	SS	Stucco	Stucco	None	0.0	Gd	Gd	PC	Fa	TA	No	ALQ	406.0	Unf	0.0	392.0	798.0	GasA	Ex	Y	SBrkr	798	714	0	1512	1.0	0.0	2	0	3	1	Gd	7	TF	1	Gd	Detchd	1925.0	Unf	1.0	180.0	TA	TA	P	85	16	41	0	0	0	NaN	GdPrv	NaN	0	6	2008	WD	Normal
742	2203	70	RLD	NaN	13756.342920	Paved	NaN	IR1	HLS	AllPub	C	GS	Crawfor	Norm	Norm	1Fam	2Story	6	3	1923	1950	Hip	SS	Wd Sdng	Plywood	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	784.0	784.0	GasA	TA	Y	SBrkr	819	784	0	1603	0.0	0.0	1	0	4	1	TA	7	TF	1	Gd	Attchd	1980.0	Unf	2.0	599.0	TA	TA	Y	0	217	0	0	0	0	NaN	NaN	NaN	0	6	2008	WD	Normal
743	2204	50	RLD	NaN	15187.069970	Paved	Grvl	IR1	HLS	AllPub	I	MS	Crawfor	Norm	Norm	1Fam	1.5Fin	5	6	1937	1995	Gable	SS	WdShing	Wd Shng	None	0.0	TA	TA	CB	TA	TA	No	BLQ	606.0	Unf	0.0	336.0	942.0	GasA	Ex	Y	SBrkr	1265	673	0	1938	0.0	0.0	2	0	4	1	Gd	7	MD2	1	Gd	Detchd	1937.0	Unf	1.0	240.0	TA	TA	Y	0	40	0	0	0	0	NaN	NaN	NaN	0	7	2008	WD	Normal
744	2205	50	RLD	NaN	20630.135440	Paved	Grvl	IR1	HLS	AllPub	I	GS	Crawfor	Feedr	Norm	1Fam	1.5Fin	5	4	1938	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	884.0	884.0	GasA	TA	Y	FuseF	932	442	0	1374	0.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Detchd	1938.0	Unf	1.0	225.0	TA	TA	Y	64	0	0	0	100	0	NaN	NaN	NaN	0	3	2008	WD	Normal
745	2206	20	RLD	79.0	6190.992245	Paved	NaN	IR1	Lvl	AllPub	C	GS	Crawfor	Feedr	Norm	1Fam	1Story	6	5	1951	1951	Hip	SS	WdShing	Plywood	BrkFace	88.0	TA	Fa	PC	TA	TA	No	Rec	500.0	Unf	0.0	591.0	1091.0	GasA	Fa	N	FuseA	1091	0	0	1091	0.0	1.0	1	0	2	1	TA	5	TF	1	TA	Attchd	1951.0	Fin	1.0	344.0	TA	TA	Y	66	105	0	0	221	0	NaN	MnPrv	NaN	0	5	2008	WD	Normal
746	2207	70	RLD	100.0	6418.913247	Paved	NaN	IR1	HLS	AllPub	I	MS	Crawfor	Norm	Norm	1Fam	2Story	8	6	1935	1950	Gable	SS	BrkFace	Stucco	Stone	40.0	TA	TA	PC	TA	Fa	No	LwQ	210.0	Unf	0.0	398.0	608.0	GasA	TA	Y	SBrkr	983	890	0	1873	0.0	0.0	1	1	4	1	TA	9	TF	2	Gd	Detchd	1935.0	Fin	2.0	786.0	Fa	TA	Y	0	0	207	0	0	0	NaN	NaN	NaN	0	6	2008	WD	Alloca
747	2208	50	RLD	70.0	16607.367200	Paved	NaN	Reg	Bnk	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	1.5Fin	7	9	1950	2000	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	CB	TA	Gd	No	GLQ	435.0	Unf	0.0	397.0	832.0	GasA	Ex	Y	SBrkr	1218	943	0	2161	1.0	0.0	2	1	3	1	Gd	8	TF	2	TA	Attchd	1994.0	Fin	2.0	506.0	TA	TA	Y	0	96	0	0	0	0	NaN	NaN	NaN	0	4	2008	WD	Normal
748	2209	20	RLD	56.0	6271.430414	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	Crawfor	Norm	Norm	1Fam	1Story	5	5	1956	1956	Gable	SS	BrkFace	MetalSd	None	0.0	TA	TA	PC	TA	TA	No	Rec	1116.0	Unf	0.0	782.0	1898.0	GasA	Ex	Y	FuseA	1898	0	0	1898	0.0	0.0	2	1	3	1	TA	7	TF	2	TA	Attchd	1956.0	Unf	2.0	484.0	TA	TA	Y	0	51	224	0	0	0	NaN	MnPrv	NaN	0	4	2008	WD	Normal
749	2210	160	RMD	24.0	17398.846800	Paved	NaN	Reg	Lvl	AllPub	CulDSac	GS	Blueste	NoRMD	NoRMD	Twnhs	2Story	6	6	1980	1980	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	Gd	TA	No	GLQ	366.0	Unf	0.0	150.0	516.0	GasA	TA	Y	SBrkr	516	516	0	1032	0.0	0.0	1	0	2	1	TA	5	TF	1	TA	Detchd	1980.0	Unf	2.0	462.0	TA	TA	Y	213	0	0	0	0	0	NaN	GdPrv	NaN	0	12	2008	WD	NoRMDal
750	2211	30	RMD	50.0	13725.127880	Paved	NaN	Reg	Lvl	AllPub	I	GS	IDOTRR	NoRMD	NoRMD	1Fam	1Story	6	8	1926	1998	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	BT	TA	TA	No	Rec	299.0	GLQ	40.0	555.0	894.0	GasA	TA	Y	SBrkr	919	0	0	919	1.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Detchd	1926.0	Unf	1.0	195.0	TA	TA	P	0	0	116	0	0	0	NaN	MnPrv	NaN	0	7	2008	WD	NoRMDal
751	2212	50	RMD	60.0	8204.177782	Paved	NaN	Reg	Lvl	AllPub	I	GS	IDOTRR	NoRMD	NoRMD	1Fam	1.5Fin	6	8	1940	2006	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	Fa	TA	No	Unf	0.0	Unf	0.0	720.0	720.0	GasA	Gd	Y	SBrkr	760	330	0	1090	0.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Detchd	1940.0	Unf	1.0	240.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	7	2008	WD	NoRMDal
752	2213	50	RMD	58.0	2472.543207	Paved	NaN	Reg	Lvl	AllPub	I	GS	IDOTRR	NoRMD	NoRMD	1Fam	1.5Fin	5	7	1930	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	Gd	TA	No	Unf	0.0	Unf	0.0	780.0	780.0	GasA	Gd	Y	FuseA	780	420	0	1200	0.0	0.0	1	0	4	1	TA	7	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	Y	0	0	96	0	0	0	NaN	NaN	NaN	0	7	2008	WD	NoRMDal
753	2214	80	RMD	75.0	9850.904253	Paved	NaN	Reg	Lvl	AllPub	I	GS	IDOTRR	NoRMD	NoRMD	1Fam	SLvl	5	5	1967	1967	Hip	SS	HdBoard	Plywood	None	0.0	Fa	TA	CB	Gd	TA	Mn	Rec	257.0	Unf	0.0	367.0	624.0	GasA	Ex	Y	SBrkr	1092	564	0	1656	0.0	0.0	1	1	3	1	TA	7	Mod	1	Po	Attchd	1967.0	Unf	1.0	288.0	TA	TA	Y	0	180	0	0	100	0	NaN	MnPrv	NaN	0	7	2008	WD	NoRMDal
754	2215	30	RMD	60.0	7507.632279	Paved	NaN	Reg	Lvl	AllPub	I	GS	IDOTRR	NoRMD	NoRMD	1Fam	1Story	5	7	1930	1995	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	520.0	520.0	GasA	TA	Y	FuseA	912	0	0	912	0.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Detchd	1934.0	RFn	1.0	360.0	TA	TA	Y	0	90	0	0	0	0	NaN	NaN	NaN	0	5	2008	WD	NoRMDal
755	2216	50	RMD	75.0	7561.672731	Paved	NaN	Reg	Lvl	AllPub	I	GS	IDOTRR	NoRMD	NoRMD	1Fam	1.5Fin	5	5	1958	1958	Gable	SS	WdShing	Wd Shng	BrkFace	162.0	TA	TA	CB	TA	TA	No	ALQ	330.0	Unf	0.0	821.0	1151.0	GasA	Gd	Y	FuseA	1151	804	0	1955	0.0	0.0	2	0	4	1	TA	7	TF	0	NaN	Attchd	1958.0	Fin	1.0	356.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	1	2008	WD	NoRMDal
756	2217	20	NaN	80.0	-2307.615868	Paved	NaN	Reg	Low	AllPub	I	MS	IDOTRR	Norm	Norm	1Fam	1Story	1	5	1952	1952	Gable	SS	AsbShng	VinylSd	None	0.0	Fa	Po	SL	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	Wall	Po	N	FuseA	733	0	0	733	0.0	0.0	1	0	2	1	Fa	4	NaN	0	NaN	Attchd	1952.0	Unf	2.0	487.0	Fa	Po	N	0	0	0	0	0	0	NaN	NaN	NaN	0	2	2008	WD	Abnorml
757	2218	70	Commer	60.0	9665.793736	Paved	NaN	Reg	Lvl	AllPub	C	GS	IDOTRR	Feedr	Norm	1Fam	2Story	4	7	1895	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	S	NaN	Fa	No	Unf	0.0	Unf	0.0	173.0	173.0	GasA	Ex	N	SBrkr	825	536	0	1361	0.0	0.0	1	0	2	1	TA	6	TF	0	NaN	Detchd	1895.0	Unf	1.0	185.0	Fa	TA	Y	0	123	0	0	0	0	NaN	NaN	NaN	0	7	2008	WD	Normal
758	2219	50	Commer	52.0	5625.023996	Paved	NaN	Reg	Lvl	AllPub	C	GS	IDOTRR	Feedr	Norm	1Fam	1.5Fin	4	7	1910	2000	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	PC	NaN	TA	No	Unf	0.0	Unf	0.0	356.0	356.0	GasA	TA	N	FuseA	671	378	0	1049	0.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Detchd	1910.0	Unf	1.0	195.0	Po	Fa	N	0	0	0	0	0	0	NaN	NaN	NaN	0	5	2008	WD	Normal
759	2220	70	Commer	60.0	12912.769280	Gravel	NaN	Reg	Bnk	AllPub	I	GS	IDOTRR	Norm	Norm	1Fam	2Story	4	6	1920	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	S	Fa	Fa	Mn	Unf	0.0	Unf	0.0	592.0	592.0	GasA	Ex	Y	SBrkr	432	432	0	864	0.0	0.0	1	1	3	1	Fa	5	MD2	0	NaN	Detchd	1920.0	Unf	1.0	216.0	Fa	Fa	N	0	30	160	0	0	0	NaN	NaN	NaN	0	6	2008	WD	Normal
760	2221	120	RMD	44.0	5091.030283	Paved	NaN	IR1	HLS	AllPub	I	MS	Crawfor	NoRMD	NoRMD	TwnhsE	1Story	8	5	2007	2008	Hip	SS	CemntBd	CmentBd	Stone	186.0	Ex	TA	PC	Ex	TA	Gd	GLQ	1476.0	Unf	0.0	120.0	1596.0	GasA	Ex	Y	SBrkr	1648	0	0	1648	1.0	1.0	2	0	2	1	Ex	5	TF	1	Gd	Attchd	2007.0	Fin	2.0	525.0	TA	TA	Y	162	53	0	153	0	0	NaN	NaN	NaN	0	8	2008	New	Partial
761	2222	120	RMD	44.0	10360.663150	Paved	NaN	IR1	HLS	AllPub	I	MS	Crawfor	NoRMD	NoRMD	TwnhsE	1Story	7	5	2004	2005	Hip	SS	CemntBd	CmentBd	Stone	174.0	Gd	TA	PC	Ex	TA	Gd	GLQ	1474.0	Unf	0.0	120.0	1594.0	GasA	Ex	Y	SBrkr	1646	0	0	1646	1.0	1.0	2	0	2	1	Ex	5	TF	1	Gd	Attchd	2004.0	Fin	2.0	482.0	TA	TA	Y	128	53	0	0	155	0	NaN	NaN	NaN	0	7	2008	WD	NoRMDal
762	2223	20	RLD	NaN	3761.888516	Paved	NaN	IR2	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	1Story	7	5	1996	1997	Gable	SS	MetalSd	MetalSd	BrkFace	668.0	Gd	TA	PC	Ex	TA	Mn	GLQ	700.0	Unf	0.0	1140.0	1840.0	GasA	Ex	Y	SBrkr	2032	0	0	2032	1.0	0.0	3	0	3	1	Gd	7	TF	0	NaN	Attchd	1996.0	Fin	3.0	786.0	TA	TA	Y	0	46	192	0	0	0	NaN	NaN	NaN	0	9	2008	WD	Normal
763	2224	60	RLD	NaN	12352.574600	Paved	NaN	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	2Story	7	5	1996	1997	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	Mn	Unf	0.0	Unf	0.0	910.0	910.0	GasA	Ex	Y	SBrkr	910	910	0	1820	0.0	0.0	2	1	3	1	Gd	8	TF	1	TA	Attchd	1996.0	Unf	3.0	816.0	TA	TA	Y	318	32	0	0	0	0	NaN	NaN	NaN	0	9	2008	WD	Normal
764	2225	90	RLD	76.0	630.313787	Paved	NaN	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	Duplex	2Story	5	4	1976	1976	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	TA	Y	SBrkr	936	936	0	1872	0.0	0.0	2	2	4	2	TA	8	TF	0	NaN	Attchd	1976.0	Unf	2.0	484.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	11	2008	WD	Abnorml
765	2226	20	RLD	74.0	20983.976180	Paved	NaN	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	1Story	4	5	1991	1991	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	PC	Gd	TA	No	ALQ	1383.0	Unf	0.0	297.0	1680.0	GasA	Gd	Y	SBrkr	1689	0	0	1689	1.0	0.0	2	0	3	1	TA	6	TF	1	TA	Attchd	1991.0	Unf	2.0	432.0	TA	TA	Y	428	120	0	0	0	0	NaN	NaN	NaN	0	7	2008	WD	Normal
766	2227	120	RLD	42.0	7795.732248	Paved	NaN	IR1	Lvl	AllPub	I	GS	Timber	Norm	Norm	TwnhsE	1Story	7	6	1986	1986	Gable	SS	VinylSd	VinylSd	BrkFace	340.0	Gd	TA	CB	Gd	TA	Av	GLQ	893.0	Unf	0.0	384.0	1277.0	GasA	Gd	Y	SBrkr	1501	0	0	1501	1.0	0.0	2	0	2	1	Gd	6	TF	1	TA	Attchd	1986.0	Fin	2.0	512.0	TA	TA	Y	240	0	0	0	0	0	NaN	NaN	NaN	0	7	2008	WD	Normal
767	2228	20	RLD	74.0	15890.980350	Paved	NaN	IR1	HLS	AllPub	I	GS	Timber	Norm	Norm	1Fam	1Story	8	5	2006	2007	Hip	SS	VinylSd	VinylSd	Stone	258.0	Gd	TA	PC	Ex	TA	Gd	GLQ	1036.0	Unf	0.0	482.0	1518.0	GasA	Ex	Y	SBrkr	1537	0	0	1537	1.0	0.0	2	0	3	1	Gd	8	TF	0	NaN	Attchd	2007.0	Fin	3.0	788.0	TA	TA	Y	0	26	0	0	0	0	NaN	NaN	NaN	0	4	2008	WD	Normal
768	2229	60	RLD	107.0	-1521.517804	Paved	NaN	IR1	HLS	AllPub	C	GS	Timber	Norm	Norm	1Fam	2Story	8	5	2007	2007	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	GLQ	770.0	Unf	0.0	150.0	920.0	GasA	Ex	Y	SBrkr	920	860	0	1780	1.0	0.0	2	1	3	1	Gd	6	TF	1	Gd	Attchd	2007.0	Fin	2.0	612.0	TA	TA	Y	0	192	0	0	0	0	NaN	NaN	NaN	0	1	2008	New	Partial
769	2230	80	RLD	73.0	3031.110879	Paved	NaN	Reg	Lvl	AllPub	I	GS	Timber	Norm	Norm	1Fam	SLvl	5	5	2006	2007	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	352.0	352.0	GasA	Gd	Y	SBrkr	712	730	0	1442	0.0	0.0	2	1	3	1	TA	6	TF	0	NaN	BuiltIn	2007.0	Fin	2.0	400.0	TA	TA	Y	100	0	0	0	0	0	NaN	NaN	NaN	0	4	2008	WD	Normal
770	2231	60	RLD	81.0	-1535.843058	Paved	NaN	IR1	HLS	AllPub	C	GS	Timber	Norm	Norm	1Fam	2Story	7	5	2008	2008	Gable	SS	VinylSd	VinylSd	Stone	60.0	Gd	TA	PC	Gd	TA	Av	Unf	0.0	Unf	0.0	796.0	796.0	GasA	Ex	Y	SBrkr	796	816	0	1612	0.0	0.0	2	1	3	1	Gd	6	TF	0	NaN	Attchd	2008.0	Fin	3.0	666.0	TA	TA	Y	0	64	0	0	0	0	NaN	NaN	NaN	0	10	2008	New	Partial
771	2232	20	RLD	75.0	13313.041830	Paved	NaN	IR1	Lvl	AllPub	I	GS	Timber	Norm	Norm	1Fam	1Story	6	5	1989	1989	Gable	SS	Wd Sdng	Wd Sdng	BrkFace	128.0	TA	TA	CB	Gd	TA	No	Unf	0.0	Unf	0.0	1495.0	1495.0	GasA	Ex	Y	SBrkr	1495	0	0	1495	0.0	0.0	2	0	3	1	TA	8	TF	1	TA	Attchd	1989.0	Unf	2.0	438.0	TA	TA	Y	252	0	192	0	0	0	NaN	NaN	NaN	0	7	2008	WD	Normal
772	2233	20	RLD	93.0	11508.852450	Paved	NaN	Reg	Lvl	AllPub	C	GS	Timber	Norm	Norm	1Fam	1Story	6	5	1986	1986	Gable	SS	Plywood	HdBoard	BrkFace	228.0	Gd	Gd	CB	Gd	Gd	Av	GLQ	920.0	Rec	60.0	276.0	1256.0	GasA	Ex	Y	SBrkr	1256	0	0	1256	0.0	0.0	2	0	3	1	Gd	6	TF	1	Fa	Attchd	1986.0	Unf	2.0	578.0	TA	TA	Y	282	0	0	0	0	0	NaN	NaN	NaN	0	3	2008	WD	Normal
773	2234	20	RLD	82.0	11984.327240	Paved	NaN	IR1	Lvl	AllPub	I	GS	Timber	Norm	Norm	1Fam	1Story	8	5	2003	2003	Hip	SS	VinylSd	VinylSd	BrkFace	206.0	Gd	TA	PC	Ex	TA	Av	GLQ	1029.0	Unf	0.0	403.0	1432.0	GasA	Ex	Y	SBrkr	1440	0	0	1440	1.0	0.0	2	0	3	1	Gd	7	TF	1	TA	Attchd	2003.0	Fin	2.0	467.0	TA	TA	Y	185	95	0	0	0	0	NaN	NaN	NaN	0	6	2008	WD	Normal
774	2235	20	RLD	NaN	11944.554790	Paved	NaN	IR1	Lvl	AllPub	I	GS	Timber	Norm	Norm	1Fam	1Story	6	5	1999	2000	Hip	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Ex	TA	Mn	GLQ	1223.0	Unf	0.0	443.0	1666.0	GasA	Ex	Y	SBrkr	1675	0	0	1675	1.0	0.0	2	0	3	1	Gd	6	TF	0	NaN	Attchd	1999.0	RFn	2.0	435.0	TA	TA	Y	165	52	0	0	0	0	NaN	NaN	NaN	0	12	2008	WD	Normal
775	2236	20	RLD	79.0	6255.061343	Paved	NaN	IR1	HLS	AllPub	I	GS	Timber	Norm	Norm	1Fam	1Story	8	5	2007	2007	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	GLQ	1011.0	Unf	0.0	873.0	1884.0	GasA	Ex	Y	SBrkr	1728	0	0	1728	1.0	0.0	2	0	3	1	Gd	7	TF	1	Gd	Attchd	2007.0	Fin	2.0	520.0	TA	TA	Y	0	276	0	0	0	0	NaN	NaN	NaN	0	1	2008	WD	Normal
776	2237	20	RLD	85.0	7854.685974	Paved	NaN	IR1	Lvl	AllPub	I	GS	Timber	Norm	Norm	1Fam	1Story	8	5	2005	2006	Gable	SS	VinylSd	VinylSd	BrkFace	674.0	Gd	TA	PC	Ex	TA	Av	GLQ	1571.0	Unf	0.0	393.0	1964.0	GasA	Ex	Y	SBrkr	1964	0	0	1964	1.0	0.0	2	1	3	1	Gd	7	TF	1	Gd	Attchd	2005.0	Fin	3.0	892.0	TA	TA	Y	0	265	0	0	0	0	NaN	NaN	NaN	0	6	2008	WD	Normal
777	2238	90	RMD	97.0	11374.931880	Paved	NaN	IR1	Lvl	AllPub	C	GS	Mitchel	NoRMD	NoRMD	Duplex	SFoyer	7	5	1997	1998	Gable	SS	VinylSd	VinylSd	BrkFace	200.0	TA	Gd	PC	Gd	Gd	Gd	GLQ	1309.0	Unf	0.0	35.0	1344.0	GasA	Ex	Y	SBrkr	1344	0	0	1344	2.0	0.0	2	0	2	2	TA	8	TF	0	NaN	Attchd	1997.0	Fin	4.0	784.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	11	2008	WD	Alloca
778	2239	20	RLD	77.0	18678.406960	Paved	NaN	Reg	Lvl	AllPub	FR2P	GS	Mitchel	Feedr	Artery	1Fam	1Story	5	5	2007	2008	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1092.0	1092.0	GasA	Ex	Y	SBrkr	1092	0	0	1092	0.0	0.0	1	0	2	1	TA	5	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	Y	0	52	0	0	0	0	NaN	NaN	NaN	0	2	2008	WD	Abnorml
779	2240	120	RMD	32.0	8210.352265	Paved	NaN	Reg	Lvl	AllPub	FR2P	GS	Mitchel	NoRMD	NoRMD	TwnhsE	1Story	6	5	1997	1997	Hip	SS	VinylSd	VinylSd	BrkFace	197.0	TA	TA	PC	Ex	TA	No	GLQ	864.0	Unf	0.0	325.0	1189.0	GasA	Ex	Y	SBrkr	1189	0	0	1189	1.0	0.0	2	0	2	1	TA	4	TF	0	NaN	Attchd	1997.0	RFn	2.0	392.0	TA	TA	Y	0	122	0	0	0	0	NaN	NaN	NaN	0	4	2008	WD	NoRMDal
780	2241	85	RLD	150.0	5068.915575	Paved	NaN	Reg	Lvl	AllPub	C	GS	Mitchel	Norm	Norm	1Fam	SFoyer	4	5	1964	1964	Gable	SS	HdBoard	HdBoard	BrkFace	98.0	TA	TA	CB	Gd	TA	Av	ALQ	865.0	LwQ	247.0	88.0	1200.0	GasA	Gd	Y	SBrkr	1200	0	0	1200	1.0	0.0	1	0	3	1	TA	6	TF	0	NaN	2TFes	1964.0	Fin	3.0	850.0	TA	TA	Y	0	119	0	0	171	0	NaN	NaN	NaN	0	11	2008	ConLD	Normal
781	2242	120	RMD	NaN	3608.661397	Paved	NaN	Reg	Lvl	AllPub	I	GS	MeadowV	NoRMD	NoRMD	TwnhsE	1Story	5	6	1975	1975	Gable	SS	CemntBd	CmentBd	None	0.0	TA	TA	PC	Gd	TA	No	GLQ	769.0	Unf	0.0	271.0	1040.0	GasA	Gd	Y	SBrkr	1040	0	0	1040	0.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Attchd	1975.0	Unf	2.0	499.0	TA	TA	Y	0	100	0	0	0	0	NaN	NaN	NaN	0	6	2008	WD	NoRMDal
782	2243	160	RMD	41.0	10800.760000	Paved	NaN	Reg	Lvl	AllPub	I	GS	MeadowV	NoRMD	NoRMD	TwnhsE	2Story	5	7	1976	1976	Gable	SS	CemntBd	CmentBd	None	0.0	TA	TA	PC	Gd	TA	No	ALQ	318.0	Unf	0.0	232.0	550.0	GasA	TA	Y	SBrkr	925	550	0	1475	0.0	0.0	2	0	4	1	TA	6	TF	1	TA	Attchd	1976.0	Unf	1.0	336.0	TA	TA	Y	92	26	0	0	0	0	NaN	NaN	NaN	0	5	2008	WD	NoRMDal
783	2244	180	RMD	21.0	16122.674870	Paved	NaN	Reg	Lvl	AllPub	I	GS	MeadowV	NoRMD	NoRMD	Twnhs	SFoyer	4	7	1973	2006	Gable	SS	CemntBd	CmentBd	None	0.0	TA	Gd	CB	Gd	TA	Av	GLQ	501.0	Unf	0.0	25.0	526.0	GasA	Gd	Y	SBrkr	526	462	0	988	1.0	0.0	1	0	2	1	TA	5	TF	0	NaN	BuiltIn	1973.0	RFn	1.0	297.0	TA	TA	Y	120	101	0	0	0	0	NaN	NaN	NaN	0	6	2008	WD	NoRMDal
784	2245	180	RMD	21.0	-1199.870627	Paved	NaN	Reg	Lvl	AllPub	I	GS	MeadowV	NoRMD	NoRMD	Twnhs	SLvl	4	6	1973	1973	Gable	SS	CemntBd	CmentBd	None	0.0	TA	TA	CB	Gd	TA	Gd	GLQ	437.0	Unf	0.0	25.0	462.0	GasA	TA	Y	SBrkr	526	462	0	988	1.0	0.0	1	0	1	1	TA	4	TF	1	Po	BuiltIn	1973.0	RFn	1.0	297.0	TA	TA	Y	0	101	0	120	0	0	NaN	GdWo	NaN	0	7	2008	WD	NoRMDal
785	2246	20	RLD	NaN	6577.889533	Paved	NaN	IR1	Lvl	AllPub	C	GS	Mitchel	Norm	Norm	1Fam	1Story	5	6	1968	1968	Gable	SS	Plywood	Plywood	None	0.0	TA	Gd	CB	TA	TA	No	ALQ	785.0	Unf	0.0	328.0	1113.0	GasA	Ex	Y	SBrkr	1160	0	0	1160	1.0	0.0	1	0	3	1	Gd	6	TF	0	NaN	Attchd	1968.0	Unf	1.0	257.0	TA	TA	Y	81	0	0	0	0	0	NaN	GdWo	Shed	500	2	2008	WD	Normal
786	2247	160	RMD	21.0	12210.486860	Paved	NaN	Reg	Lvl	AllPub	I	GS	MeadowV	NoRMD	NoRMD	Twnhs	2Story	6	9	1970	2007	Gable	SS	CemntBd	CmentBd	None	0.0	TA	Gd	CB	TA	TA	No	GLQ	358.0	Unf	0.0	188.0	546.0	GasA	Ex	Y	SBrkr	546	546	0	1092	0.0	0.0	2	1	3	1	TA	6	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	Y	187	0	0	0	0	0	NaN	NaN	NaN	0	3	2008	WD	NoRMDal
787	2248	20	RLD	59.0	6845.477683	Paved	NaN	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	1Story	5	7	1983	1983	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	CB	TA	TA	No	GLQ	534.0	Unf	0.0	282.0	816.0	GasA	Ex	Y	SBrkr	816	0	0	816	0.0	1.0	1	0	2	1	TA	4	TF	0	NaN	Attchd	1983.0	Unf	1.0	264.0	TA	TA	Y	315	0	0	0	0	0	NaN	GdWo	NaN	0	4	2008	WD	Normal
788	2249	20	RLD	60.0	6065.661623	Paved	NaN	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	1Story	5	6	1982	2005	Gable	SS	HdBoard	Plywood	None	0.0	TA	TA	CB	TA	TA	No	GLQ	638.0	Unf	0.0	207.0	845.0	GasA	Gd	Y	SBrkr	845	0	0	845	0.0	0.0	1	0	3	1	Gd	6	TF	0	NaN	Attchd	1982.0	Unf	1.0	264.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	7	2008	WD	Normal
789	2250	20	RLD	74.0	15331.328990	Paved	NaN	Reg	Lvl	AllPub	C	GS	Mitchel	Norm	Norm	1Fam	1Story	5	6	1984	1984	Gable	SS	HdBoard	Plywood	None	0.0	TA	TA	CB	TA	TA	No	ALQ	647.0	Unf	0.0	217.0	864.0	GasA	TA	Y	SBrkr	889	0	0	889	0.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Attchd	1984.0	Unf	2.0	484.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	4	2008	WD	Normal
790	2251	70	NaN	NaN	11492.550130	Paved	NaN	IR1	Low	AllPub	I	GS	IDOTRR	Norm	Norm	1Fam	2.5Unf	5	1	1900	1950	Hip	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	686.0	686.0	GasA	Ex	Y	SBrkr	1150	686	0	1836	0.0	0.0	2	0	4	1	TA	7	MajD1	0	NaN	Detchd	1900.0	Unf	1.0	288.0	TA	Fa	N	0	0	0	0	0	0	NaN	NaN	NaN	0	1	2008	WD	Normal
791	2252	20	RLD	85.0	18300.517450	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	6	1971	1971	Gable	SS	MetalSd	MetalSd	BrkFace	302.0	TA	TA	CB	TA	TA	No	BLQ	838.0	Unf	0.0	749.0	1587.0	GasA	TA	Y	SBrkr	1587	0	0	1587	0.0	0.0	2	0	3	1	TA	7	TF	1	Gd	Attchd	1971.0	Unf	2.0	525.0	TA	TA	Y	0	44	0	0	0	0	NaN	NaN	NaN	0	3	2007	WD	Normal
792	2253	80	RLD	56.0	8364.894075	Paved	NaN	IR1	HLS	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	SLvl	6	5	1997	1997	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	384.0	384.0	GasA	Gd	Y	SBrkr	754	630	0	1384	0.0	0.0	2	1	3	1	TA	7	TF	1	TA	BuiltIn	1997.0	Fin	2.0	390.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	3	2007	WD	Normal
793	2254	80	RLD	NaN	13155.806730	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	Gilbert	Norm	Norm	1Fam	SLvl	6	5	1994	1994	Gable	SS	HdBoard	HdBoard	BrkFace	32.0	TA	TA	PC	Gd	TA	No	LwQ	186.0	Unf	0.0	206.0	392.0	GasA	Gd	Y	SBrkr	924	770	0	1694	0.0	0.0	2	1	3	1	TA	7	TF	1	TA	BuiltIn	1994.0	Fin	2.0	398.0	TA	TA	Y	256	64	0	0	0	0	NaN	MnPrv	NaN	0	3	2007	WD	Normal
794	2255	60	RLD	NaN	11765.146210	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	1999	2000	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	ALQ	871.0	Unf	0.0	52.0	923.0	GasA	Gd	Y	SBrkr	947	767	0	1714	1.0	0.0	2	1	3	1	TA	7	TF	1	TA	Attchd	2000.0	Fin	2.0	451.0	TA	TA	Y	256	48	0	0	0	0	NaN	NaN	NaN	0	4	2007	WD	Abnorml
795	2256	60	RLD	63.0	10907.086500	Paved	NaN	Reg	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	7	5	1996	1996	Gable	SS	HdBoard	HdBoard	None	0.0	Gd	TA	PC	Gd	TA	No	Rec	414.0	Unf	0.0	277.0	691.0	GasA	Gd	Y	SBrkr	691	862	0	1553	0.0	0.0	2	1	3	1	Gd	6	TF	0	NaN	Attchd	1996.0	Fin	2.0	420.0	TA	TA	Y	0	44	0	0	0	0	NaN	NaN	NaN	0	8	2007	WD	Normal
796	2257	60	RLD	60.0	6037.092274	Paved	NaN	Reg	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	1999	2003	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	938.0	938.0	GasA	Ex	Y	SBrkr	957	1342	0	2299	0.0	0.0	3	1	5	1	TA	7	TF	1	TA	Attchd	1999.0	Fin	2.0	482.0	TA	TA	Y	188	30	0	0	0	0	NaN	NaN	NaN	0	8	2007	WD	Normal
797	2258	20	RLD	NaN	12042.552080	Paved	NaN	IR1	Lvl	AllPub	C	GS	Gilbert	Norm	Norm	1Fam	1Story	7	5	1992	1993	Gable	SS	HdBoard	HdBoard	BrkFace	52.0	TA	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1168.0	1168.0	GasA	Gd	Y	SBrkr	1187	0	0	1187	0.0	0.0	2	0	3	1	Gd	6	TF	0	NaN	Attchd	1992.0	RFn	2.0	420.0	TA	TA	Y	0	21	0	0	0	0	NaN	NaN	NaN	0	8	2007	WD	Normal
798	2259	60	RLD	NaN	8195.735611	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	1993	1994	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	903.0	903.0	GasA	Gd	Y	SBrkr	910	732	0	1642	0.0	0.0	2	1	3	1	TA	7	TF	1	TA	Attchd	1993.0	RFn	2.0	392.0	TA	TA	Y	290	84	0	0	0	0	NaN	NaN	NaN	0	7	2007	WD	Normal
799	2260	20	RLD	160.0	18494.229700	Gravel	NaN	Reg	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	1Story	6	6	1964	1964	Gable	SS	HdBoard	HdBoard	BrkCmn	138.0	TA	TA	CB	TA	TA	Av	BLQ	550.0	Unf	0.0	752.0	1302.0	GasA	Fa	Y	SBrkr	1128	0	0	1128	1.0	0.0	1	0	3	1	TA	6	TF	1	TA	Attchd	1964.0	Unf	2.0	480.0	TA	TA	P	0	108	246	0	0	0	NaN	MnPrv	NaN	0	3	2007	WD	Alloca
800	2261	120	RLD	38.0	26126.190300	Paved	NaN	IR1	Lvl	AllPub	I	GS	StoneBr	Norm	Norm	TwnhsE	1Story	8	5	1988	1988	Gable	SS	CemntBd	CmentBd	None	0.0	Gd	TA	CB	Gd	TA	Gd	GLQ	248.0	Unf	0.0	918.0	1166.0	GasA	Gd	Y	SBrkr	1179	0	0	1179	1.0	0.0	2	0	2	1	TA	5	TF	0	NaN	Attchd	1988.0	RFn	2.0	480.0	TA	TA	Y	0	108	0	0	135	0	NaN	NaN	NaN	0	10	2007	WD	Normal
801	2262	120	RLD	35.0	9925.884857	Paved	NaN	IR1	HLS	AllPub	I	GS	StoneBr	Norm	Norm	TwnhsE	1Story	8	5	1990	1990	Gable	SS	CemntBd	CmentBd	None	0.0	Gd	TA	PC	Gd	TA	Gd	GLQ	926.0	Unf	0.0	386.0	1312.0	GasA	Gd	Y	SBrkr	1321	0	0	1321	1.0	0.0	1	0	1	1	Gd	4	TF	1	TA	Attchd	1990.0	RFn	2.0	484.0	TA	TA	Y	0	64	140	0	0	0	NaN	NaN	NaN	0	8	2007	WD	Normal
802	2263	60	RLD	98.0	2346.293743	Paved	NaN	IR1	Lvl	AllPub	I	GS	StoneBr	Norm	Norm	1Fam	2Story	8	5	2005	2005	Hip	SS	VinylSd	VinylSd	Stone	146.0	Gd	TA	PC	Ex	TA	Mn	GLQ	986.0	Unf	0.0	163.0	1149.0	GasA	Ex	Y	SBrkr	1164	1377	0	2541	1.0	0.0	3	1	4	1	Ex	10	TF	1	Gd	BuiltIn	2005.0	Fin	3.0	729.0	TA	TA	Y	120	32	0	0	0	0	NaN	NaN	NaN	0	7	2007	WD	Normal
803	2264	20	RLD	52.0	4464.858462	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	StoneBr	PosN	Norm	1Fam	1Story	9	5	2006	2007	Hip	SS	VinylSd	VinylSd	BrkFace	710.0	Ex	TA	PC	Ex	TA	Av	GLQ	1101.0	Unf	0.0	1559.0	2660.0	GasA	Ex	Y	SBrkr	2338	0	0	2338	1.0	0.0	2	1	4	1	Gd	8	TF	2	Gd	Attchd	2005.0	Fin	3.0	1110.0	Gd	TA	Y	0	135	0	0	322	0	NaN	NaN	NaN	0	6	2007	New	Partial
804	2265	190	RLD	195.0	12916.005100	Paved	NaN	IR1	Lvl	AllPub	FR2P	GS	Gilbert	Norm	Norm	2fmCon	1Story	5	5	1969	1990	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	Gd	TA	Gd	ALQ	1047.0	Unf	0.0	53.0	1100.0	GasW	TA	Y	SBrkr	1424	0	0	1424	1.0	0.0	1	1	3	1	TA	7	Mod	0	NaN	2Types	1969.0	Unf	3.0	828.0	TA	TA	N	144	0	0	0	0	0	NaN	NaN	NaN	0	11	2007	WD	Normal
805	2266	120	RLD	61.0	12568.240450	Paved	NaN	IR1	HLS	AllPub	I	GS	StoneBr	Norm	Norm	TwnhsE	1Story	9	5	2006	2006	Gable	SS	MetalSd	MetalSd	BrkFace	165.0	Gd	TA	PC	Ex	TA	Gd	GLQ	797.0	Unf	0.0	815.0	1612.0	GasA	Ex	Y	SBrkr	1612	0	0	1612	1.0	0.0	2	0	2	1	Ex	6	TF	1	Gd	Attchd	2006.0	Fin	2.0	556.0	TA	TA	Y	0	164	0	0	0	0	NaN	NaN	NaN	0	3	2007	WD	Normal
806	2267	20	RLD	85.0	12471.815690	Paved	NaN	IR1	HLS	AllPub	I	GS	StoneBr	Norm	Norm	1Fam	1Story	8	5	2006	2006	Hip	SS	VinylSd	VinylSd	BrkFace	945.0	Gd	TA	PC	Ex	Gd	Gd	GLQ	1558.0	Unf	0.0	662.0	2220.0	GasA	Ex	Y	SBrkr	2234	0	0	2234	1.0	0.0	1	1	1	1	Gd	7	TF	1	Gd	Attchd	2006.0	RFn	2.0	724.0	TA	TA	Y	390	80	0	0	0	0	NaN	NaN	NaN	0	1	2007	WD	Normal
807	2268	20	RLD	81.0	12266.946160	Paved	NaN	IR1	HLS	AllPub	I	GS	StoneBr	PosA	PosA	1Fam	1Story	10	5	2006	2007	Hip	SS	CemntBd	CmentBd	BrkFace	250.0	Ex	TA	PC	Ex	TA	Gd	GLQ	1152.0	Unf	0.0	590.0	1742.0	GasA	Ex	Y	SBrkr	2042	0	0	2042	1.0	0.0	2	0	3	1	Ex	8	TF	1	Gd	Attchd	2007.0	Fin	3.0	724.0	TA	TA	Y	240	52	0	0	174	0	NaN	NaN	NaN	0	10	2007	New	Partial
808	2269	20	RLD	NaN	-939.906073	Paved	NaN	IR1	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	1Story	6	5	1984	1984	Hip	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	Gd	TA	No	GLQ	256.0	Unf	0.0	1028.0	1284.0	GasA	TA	Y	SBrkr	1284	0	0	1284	1.0	0.0	2	0	3	1	TA	5	TF	0	NaN	Attchd	1984.0	Unf	2.0	480.0	TA	TA	Y	0	0	192	0	0	0	NaN	NaN	NaN	0	4	2007	COD	Abnorml
809	2270	60	RLD	78.0	13304.802240	Paved	NaN	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	2Story	7	7	1981	2003	Gable	SS	MetalSd	MetalSd	BrkFace	306.0	Gd	TA	CB	Gd	TA	No	ALQ	321.0	Unf	0.0	404.0	725.0	GasA	Ex	Y	SBrkr	725	754	0	1479	0.0	0.0	2	1	3	1	Gd	6	TF	1	TA	Attchd	1981.0	RFn	2.0	484.0	TA	TA	Y	167	72	0	0	0	0	NaN	NaN	NaN	0	3	2007	WD	Normal
810	2271	20	RLD	93.0	5604.177931	Paved	NaN	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	1Story	7	6	1978	1985	Gable	SS	Plywood	Plywood	Stone	67.0	TA	TA	CB	Gd	TA	No	GLQ	1328.0	Unf	0.0	201.0	1529.0	GasA	TA	Y	SBrkr	1664	0	0	1664	1.0	0.0	2	0	3	1	Gd	7	TF	1	TA	Attchd	1978.0	Fin	2.0	663.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	9	2007	WD	Normal
811	2272	60	RLD	61.0	13709.115760	Paved	NaN	IR1	Lvl	AllPub	I	GS	NWAmes	PosA	Norm	1Fam	2Story	7	5	1979	1979	Hip	WS	HdBoard	Plywood	BrkFace	549.0	TA	TA	CB	Gd	TA	No	ALQ	758.0	Unf	0.0	22.0	780.0	GasA	TA	Y	SBrkr	1085	845	0	1930	1.0	0.0	2	1	4	1	Gd	9	TF	1	TA	Attchd	1979.0	Fin	2.0	481.0	TA	TA	Y	192	72	0	0	0	0	NaN	NaN	NaN	0	3	2007	WD	Normal
812	2273	20	RLD	79.0	11045.980710	Paved	NaN	Reg	Lvl	AllPub	FR2P	GS	NWAmes	Norm	Norm	1Fam	1Story	6	6	1984	1984	Gable	SS	Plywood	Plywood	BrkFace	98.0	TA	TA	CB	Gd	TA	No	ALQ	781.0	Unf	0.0	372.0	1153.0	GasA	TA	Y	SBrkr	1177	0	0	1177	0.0	0.0	2	0	3	1	Gd	6	TF	0	NaN	Attchd	1984.0	Fin	2.0	495.0	TA	TA	Y	204	103	0	0	0	0	NaN	MnPrv	NaN	0	8	2007	WD	Normal
813	2274	20	RLD	80.0	7076.374872	Paved	NaN	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	1Story	6	5	1979	1999	Gable	SS	MetalSd	MetalSd	BrkFace	253.0	TA	TA	CB	Gd	TA	No	GLQ	903.0	Unf	0.0	356.0	1259.0	GasA	Ex	Y	SBrkr	1353	0	0	1353	1.0	0.0	2	0	2	1	TA	5	TF	1	TA	Attchd	1979.0	RFn	2.0	478.0	TA	TA	Y	240	141	0	0	0	0	NaN	NaN	NaN	0	8	2007	WD	Normal
814	2275	20	RLD	128.0	8107.329948	Paved	NaN	IR1	Lvl	AllPub	I	GS	NWAmes	PosN	Norm	1Fam	1Story	6	5	1971	1971	Hip	SS	HdBoard	HdBoard	BrkFace	176.0	TA	TA	CB	TA	TA	Mn	ALQ	492.0	BLQ	121.0	1012.0	1625.0	GasA	TA	Y	SBrkr	1220	0	0	1220	0.0	1.0	2	0	2	1	TA	6	TF	1	TA	Attchd	1971.0	Unf	2.0	944.0	TA	TA	Y	0	0	249	0	0	0	NaN	NaN	NaN	0	9	2007	WD	Normal
815	2276	80	RLD	64.0	4319.694607	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	NWAmes	PosN	Norm	1Fam	SLvl	7	6	1976	1976	Gable	SS	Plywood	Plywood	Stone	130.0	TA	TA	CB	Gd	TA	Gd	GLQ	624.0	Rec	604.0	0.0	1228.0	GasA	TA	Y	SBrkr	1324	0	0	1324	0.0	1.0	2	0	3	1	Gd	5	TF	1	Fa	Attchd	1976.0	Fin	2.0	585.0	TA	TA	Y	407	36	0	0	0	0	NaN	NaN	NaN	0	2	2007	WD	Normal
816	2277	60	RLD	80.0	10586.259440	Paved	NaN	Reg	Lvl	AllPub	I	GS	NWAmes	PosN	Norm	1Fam	2Story	6	6	1974	1974	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	ALQ	931.0	LwQ	153.0	0.0	1084.0	GasA	TA	Y	SBrkr	1084	793	0	1877	1.0	0.0	2	1	4	1	TA	8	TF	1	TA	Attchd	1974.0	Unf	2.0	488.0	TA	TA	Y	0	96	0	0	0	0	NaN	NaN	NaN	0	11	2007	WD	Normal
817	2278	20	RLD	63.0	6921.274212	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1970	1990	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	ALQ	566.0	Unf	0.0	359.0	925.0	GasA	TA	Y	SBrkr	1422	0	0	1422	1.0	0.0	1	0	3	1	TA	7	MD2	0	NaN	Detchd	1988.0	Unf	2.0	576.0	TA	TA	Y	252	0	0	0	0	0	NaN	GdWo	NaN	0	9	2007	WD	Normal
818	2279	20	RLD	66.0	20136.815440	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1970	2002	Gable	SS	HdBoard	HdBoard	BrkFace	32.0	TA	TA	CB	TA	TA	No	ALQ	81.0	GLQ	619.0	214.0	914.0	GasA	Ex	Y	SBrkr	914	0	0	914	0.0	0.0	1	0	3	1	Ex	5	TF	0	NaN	Attchd	1970.0	RFn	1.0	368.0	TA	Gd	Y	120	0	0	0	0	0	NaN	NaN	NaN	0	10	2007	WD	Normal
819	2280	20	RLD	NaN	13280.261620	Paved	NaN	Reg	Lvl	AllPub	FR2P	GS	NAmes	Norm	Norm	1Fam	1Story	4	7	1961	1961	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	BT	TA	TA	No	ALQ	314.0	Unf	0.0	600.0	914.0	GasA	Ex	Y	SBrkr	914	0	0	914	0.0	0.0	1	0	2	1	TA	4	TF	0	NaN	Basment	1961.0	Unf	1.0	270.0	Fa	TA	Y	140	0	0	0	0	0	NaN	GdWo	NaN	0	7	2007	WD	Normal
820	2281	120	RHD	33.0	185.764421	Paved	NaN	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	TwnhsE	1Story	6	5	2001	2001	Gable	SS	MetalSd	MetalSd	None	0.0	Gd	TA	PC	Gd	TA	Mn	Unf	0.0	Unf	0.0	1337.0	1337.0	GasA	Ex	Y	SBrkr	1337	0	0	1337	0.0	0.0	2	0	2	1	Gd	5	TF	1	TA	Attchd	2001.0	Fin	2.0	511.0	TA	TA	Y	136	68	0	0	0	0	NaN	NaN	NaN	0	7	2007	WD	Normal
821	2282	120	RHD	26.0	-4265.104479	Paved	NaN	IR2	Lvl	AllPub	FR2P	GS	NAmes	Norm	Norm	TwnhsE	1Story	6	5	1997	1998	Gable	SS	MetalSd	MetalSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	930.0	Unf	0.0	475.0	1405.0	GasA	Ex	Y	SBrkr	1337	0	0	1337	1.0	0.0	2	0	2	1	Gd	5	TF	1	TA	Attchd	1997.0	Fin	2.0	522.0	TA	TA	Y	0	68	0	0	0	0	NaN	NaN	NaN	0	10	2007	WD	Normal
822	2283	160	RMD	21.0	16783.940290	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrDale	NoRMD	NoRMD	Twnhs	2Story	6	6	1973	1973	Gable	SS	HdBoard	HdBoard	BrkFace	567.0	TA	TA	CB	TA	TA	No	ALQ	312.0	Unf	0.0	213.0	525.0	GasA	TA	Y	SBrkr	525	567	0	1092	0.0	0.0	1	1	3	1	TA	6	TF	0	NaN	Detchd	1973.0	Unf	1.0	264.0	TA	TA	Y	144	0	0	0	0	0	NaN	NaN	NaN	0	2	2007	WD	NoRMDal
823	2284	160	RMD	21.0	12903.417670	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrDale	NoRMD	NoRMD	Twnhs	2Story	6	5	1973	1973	Gable	SS	HdBoard	HdBoard	BrkFace	265.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	672.0	672.0	GasA	Ex	Y	SBrkr	672	546	0	1218	0.0	0.0	1	1	4	1	Ex	7	TF	0	NaN	Detchd	1973.0	Unf	1.0	264.0	TA	TA	Y	0	28	0	0	0	0	NaN	NaN	NaN	0	12	2007	WD	NoRMDal
824	2285	120	RLD	24.0	20603.431940	Paved	NaN	Reg	Lvl	AllPub	I	GS	NPkVill	Norm	Norm	Twnhs	1Story	7	7	1978	1978	Gable	SS	Plywood	Brk Cmn	None	0.0	TA	TA	CB	Gd	TA	No	GLQ	632.0	Unf	6.0	423.0	1061.0	GasA	TA	Y	SBrkr	1055	0	0	1055	0.0	0.0	2	0	2	1	TA	4	TF	0	NaN	Attchd	1978.0	Unf	1.0	319.0	TA	TA	Y	108	32	0	0	0	0	NaN	NaN	NaN	0	4	2007	WD	Normal
825	2286	20	RLD	65.0	7613.879155	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1966	1966	Hip	SS	HdBoard	HdBoard	BrkFace	52.0	TA	TA	CB	TA	TA	No	BLQ	725.0	Unf	0.0	263.0	988.0	GasA	TA	Y	SBrkr	988	0	0	988	1.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Detchd	1974.0	Unf	1.0	360.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	11	2007	WD	Normal
826	2287	20	RLD	96.0	9978.133674	Paved	NaN	Reg	Lvl	AllPub	FR2P	GS	NridgHt	Norm	Norm	1Fam	1Story	9	5	2006	2007	Hip	SS	VinylSd	VinylSd	Stone	378.0	Ex	TA	PC	Ex	TA	Gd	GLQ	1151.0	Unf	0.0	639.0	1790.0	GasA	Ex	Y	SBrkr	1816	0	0	1816	1.0	0.0	2	0	3	1	Ex	7	TF	1	Gd	Attchd	2007.0	Fin	3.0	730.0	TA	TA	Y	186	36	0	0	0	0	NaN	NaN	NaN	0	8	2007	New	Partial
827	2288	20	RLD	91.0	5324.082437	Paved	NaN	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	1Story	8	5	2006	2007	Gable	SS	CemntBd	CmentBd	Stone	302.0	Gd	TA	PC	Ex	TA	Mn	Unf	0.0	Unf	0.0	1694.0	1694.0	GasA	Ex	Y	SBrkr	1694	0	0	1694	0.0	0.0	2	0	3	1	Gd	7	TF	1	Gd	Attchd	2006.0	RFn	3.0	856.0	TA	TA	Y	0	112	0	0	0	0	NaN	NaN	NaN	0	6	2007	New	Partial
828	2289	20	RLD	110.0	4442.233185	Paved	NaN	Reg	Lvl	AllPub	C	GS	NridgHt	Norm	Norm	1Fam	1Story	8	5	2007	2007	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Gd	GLQ	1518.0	Unf	0.0	590.0	2108.0	GasA	Ex	Y	SBrkr	2122	0	0	2122	1.0	0.0	2	1	2	1	Gd	7	TF	1	Ex	Attchd	2007.0	Fin	3.0	938.0	TA	TA	Y	130	142	0	0	0	0	NaN	NaN	NaN	0	11	2007	New	Partial
829	2290	60	RLD	107.0	49.387978	Paved	NaN	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	2Story	9	5	2007	2007	Hip	SS	CemntBd	CmentBd	BrkFace	456.0	Ex	TA	PC	Ex	TA	Gd	GLQ	1304.0	Unf	0.0	630.0	1934.0	GasA	Ex	Y	SBrkr	1943	713	0	2656	1.0	0.0	2	1	3	1	Ex	8	TF	1	Gd	Attchd	2007.0	RFn	3.0	1040.0	TA	TA	Y	268	58	0	0	0	0	NaN	NaN	NaN	0	12	2007	New	Partial
830	2291	60	RLD	110.0	4876.666278	Paved	NaN	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	2Story	8	5	2006	2007	Hip	SS	VinylSd	VinylSd	BrkFace	190.0	Gd	TA	PC	Ex	TA	No	Unf	0.0	Unf	0.0	1108.0	1108.0	GasA	Ex	Y	SBrkr	1148	1402	0	2550	0.0	0.0	2	1	4	1	Ex	11	TF	1	Gd	BuiltIn	2006.0	Fin	3.0	670.0	TA	TA	Y	120	39	0	0	0	0	NaN	NaN	NaN	0	3	2007	New	Partial
831	2292	20	RLD	105.0	8924.062126	Paved	NaN	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	1Story	10	5	2005	2006	Hip	SS	VinylSd	VinylSd	BrkFace	400.0	Ex	TA	PC	Ex	TA	Gd	GLQ	1430.0	Unf	0.0	564.0	1994.0	GasA	Ex	Y	SBrkr	2046	0	0	2046	1.0	0.0	2	1	2	1	Ex	7	TF	2	Gd	Attchd	2005.0	Fin	3.0	878.0	TA	TA	Y	188	65	0	0	175	0	NaN	NaN	NaN	0	8	2007	WD	Normal
832	2293	20	RLD	107.0	15290.452200	Paved	NaN	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	1Story	9	5	2007	2007	Hip	SS	VinylSd	VinylSd	Stone	456.0	Ex	TA	PC	Ex	TA	Gd	GLQ	1812.0	Unf	0.0	740.0	2552.0	GasA	Ex	Y	SBrkr	2552	0	0	2552	1.0	0.0	2	0	3	1	Ex	8	TF	2	Ex	Attchd	2007.0	Fin	3.0	932.0	TA	TA	Y	130	28	0	0	0	0	NaN	NaN	NaN	0	10	2007	New	Partial
833	2294	60	RLD	118.0	-1432.816120	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	NridgHt	Norm	Norm	1Fam	2Story	9	5	2005	2006	Gable	SS	MetalSd	MetalSd	BrkFace	365.0	Gd	TA	PC	Ex	TA	Gd	Unf	0.0	Unf	0.0	1704.0	1704.0	GasA	Ex	Y	SBrkr	1722	1036	0	2758	0.0	0.0	2	1	4	1	Ex	9	TF	1	Ex	BuiltIn	2005.0	Fin	3.0	814.0	TA	TA	Y	282	55	0	0	0	0	NaN	NaN	NaN	0	5	2007	WD	Normal
834	2295	20	RLD	59.0	9339.659965	Paved	NaN	IR2	Lvl	AllPub	CulDSac	GS	NridgHt	Norm	Norm	1Fam	1Story	10	5	2007	2007	Hip	SS	CemntBd	CmentBd	BrkFace	970.0	Ex	TA	PC	Ex	TA	Av	GLQ	1684.0	Unf	0.0	636.0	2320.0	GasA	Ex	Y	SBrkr	2290	0	0	2290	2.0	0.0	2	1	2	1	Ex	7	TF	1	Gd	Attchd	2007.0	Fin	3.0	1174.0	TA	TA	Y	192	30	0	0	0	0	NaN	NaN	NaN	0	8	2007	New	Partial
835	2296	60	RLD	134.0	8630.472554	Paved	NaN	IR1	Lvl	AllPub	C	GS	NridgHt	Norm	Norm	1Fam	2Story	8	5	2007	2008	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1582.0	1582.0	GasA	Ex	Y	SBrkr	1582	570	0	2152	0.0	0.0	2	1	3	1	Gd	7	TF	1	Gd	Detchd	2007.0	Unf	2.0	728.0	TA	TA	Y	0	368	0	0	0	0	NaN	NaN	NaN	0	6	2007	New	Partial
836	2297	60	RLD	82.0	14033.543910	Paved	NaN	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	2Story	8	5	2007	2007	Gable	SS	VinylSd	VinylSd	Stone	120.0	Ex	TA	PC	Ex	TA	Gd	GLQ	778.0	Unf	0.0	140.0	918.0	GasA	Ex	Y	SBrkr	958	1142	0	2100	1.0	0.0	2	1	3	1	Ex	8	TF	2	Gd	BuiltIn	2007.0	Fin	3.0	786.0	TA	TA	Y	172	104	0	0	0	0	NaN	NaN	NaN	0	9	2007	New	Partial
837	2298	20	RLD	94.0	17618.742610	Paved	NaN	IR1	HLS	AllPub	C	MS	NridgHt	Norm	Norm	1Fam	1Story	9	5	2006	2006	Hip	SS	MetalSd	MetalSd	Stone	510.0	Ex	TA	PC	Ex	TA	Gd	Unf	0.0	Unf	0.0	1802.0	1802.0	GasA	Ex	Y	SBrkr	1802	0	0	1802	0.0	0.0	2	1	3	1	Ex	7	TF	1	Gd	Attchd	2006.0	Fin	3.0	843.0	TA	TA	Y	158	105	0	0	0	0	NaN	NaN	NaN	0	6	2007	WD	Normal
838	2299	60	RLD	99.0	6430.779094	Paved	NaN	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	2Story	8	5	2004	2004	Gable	SS	VinylSd	VinylSd	BrkFace	502.0	Gd	TA	PC	Gd	TA	Av	Unf	0.0	Unf	0.0	1706.0	1706.0	GasA	Ex	Y	SBrkr	1718	1238	0	2956	0.0	0.0	2	1	5	1	Ex	11	TF	1	Ex	BuiltIn	2004.0	RFn	3.0	916.0	TA	TA	Y	194	50	0	0	0	0	NaN	NaN	NaN	0	8	2007	WD	Normal
839	2300	60	RLD	110.0	10049.735720	Paved	NaN	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	2Story	8	5	2003	2003	Gable	SS	VinylSd	VinylSd	BrkFace	280.0	Gd	TA	PC	Ex	TA	Mn	GLQ	938.0	Unf	0.0	379.0	1317.0	GasA	Ex	Y	SBrkr	1217	1168	0	2385	1.0	0.0	2	1	3	1	Gd	7	TF	1	Gd	Attchd	2003.0	Fin	3.0	818.0	TA	TA	Y	192	228	0	0	0	0	NaN	NaN	NaN	0	1	2007	WD	Normal
840	2301	60	RLD	NaN	7238.544808	Paved	NaN	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	2Story	8	5	2007	2007	Hip	SS	VinylSd	VinylSd	Stone	246.0	Gd	TA	PC	Ex	TA	Av	GLQ	669.0	Unf	0.0	226.0	895.0	GasA	Ex	Y	SBrkr	895	923	0	1818	1.0	0.0	2	1	3	1	Ex	8	TF	1	Gd	Attchd	2007.0	Fin	3.0	774.0	TA	TA	Y	196	104	0	0	0	0	NaN	NaN	NaN	0	8	2007	New	Partial
841	2302	20	RLD	70.0	13131.755580	Paved	NaN	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	1Story	7	5	2005	2006	Gable	SS	VinylSd	VinylSd	BrkFace	210.0	Gd	TA	PC	Gd	TA	Mn	GLQ	1178.0	Unf	0.0	436.0	1614.0	GasA	Ex	Y	SBrkr	1614	0	0	1614	1.0	0.0	2	0	3	1	Gd	7	TF	0	NaN	Attchd	2005.0	RFn	3.0	878.0	TA	TA	Y	100	38	0	0	0	0	NaN	NaN	NaN	0	5	2007	WD	Normal
842	2303	20	RLD	71.0	6013.964499	Paved	NaN	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	1Story	8	5	2005	2005	Gable	SS	VinylSd	VinylSd	BrkFace	210.0	Gd	TA	PC	Gd	TA	No	GLQ	119.0	Unf	0.0	1602.0	1721.0	GasA	Ex	Y	SBrkr	1721	0	0	1721	1.0	0.0	2	0	3	1	Gd	7	TF	0	NaN	Attchd	2005.0	RFn	2.0	554.0	TA	TA	Y	168	27	0	0	0	0	NaN	NaN	NaN	0	1	2007	WD	Normal
843	2304	60	RLD	92.0	2711.547383	Paved	NaN	IR1	Lvl	AllPub	C	GS	NridgHt	Norm	Norm	1Fam	2Story	8	5	2006	2007	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1298.0	1298.0	GasA	Ex	Y	SBrkr	1298	530	0	1828	0.0	0.0	2	1	3	1	Gd	7	TF	0	NaN	BuiltIn	2006.0	RFn	3.0	876.0	TA	TA	Y	0	40	0	0	0	0	NaN	NaN	NaN	0	2	2007	New	Partial
844	2305	120	RLD	34.0	12513.740780	Paved	NaN	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	Twnhs	1Story	6	5	2005	2006	Gable	SS	VinylSd	VinylSd	Stone	182.0	Gd	TA	PC	Gd	TA	Av	ALQ	866.0	Unf	0.0	436.0	1302.0	GasA	Ex	Y	SBrkr	1302	0	0	1302	1.0	0.0	1	1	1	1	Gd	5	TF	1	Gd	Attchd	2005.0	RFn	2.0	631.0	TA	TA	Y	110	50	0	0	0	0	NaN	NaN	NaN	0	8	2007	New	Partial
845	2306	120	RLD	34.0	11638.643300	Paved	NaN	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	Twnhs	1Story	6	5	2005	2006	Gable	SS	VinylSd	VinylSd	Stone	182.0	Gd	TA	PC	Gd	TA	Av	ALQ	1030.0	Unf	0.0	272.0	1302.0	GasA	Ex	Y	SBrkr	1302	0	0	1302	1.0	0.0	1	1	1	1	Gd	5	TF	1	Gd	Attchd	2005.0	RFn	2.0	631.0	TA	TA	Y	110	50	0	0	0	0	NaN	NaN	NaN	0	5	2007	WD	Normal
846	2307	120	RLD	41.0	10938.156180	Paved	NaN	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	TwnhsE	1Story	6	5	2005	2006	Gable	SS	VinylSd	VinylSd	Stone	256.0	Gd	TA	PC	Gd	TA	Av	ALQ	762.0	Unf	0.0	600.0	1362.0	GasA	Ex	Y	SBrkr	1362	0	0	1362	1.0	0.0	2	0	2	1	Gd	6	TF	1	Gd	Attchd	2005.0	RFn	2.0	460.0	TA	TA	Y	192	28	0	0	0	0	NaN	NaN	NaN	0	6	2007	WD	Normal
847	2308	120	RLD	34.0	4233.006477	Paved	NaN	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	Twnhs	1Story	8	5	2006	2006	Gable	SS	VinylSd	VinylSd	Stone	108.0	Gd	TA	PC	Gd	Gd	Mn	GLQ	24.0	Unf	0.0	1530.0	1554.0	GasA	Ex	Y	SBrkr	1554	0	0	1554	0.0	0.0	2	0	2	1	Gd	6	TF	1	Gd	Attchd	2006.0	RFn	2.0	627.0	TA	TA	Y	156	73	0	0	0	0	NaN	NaN	NaN	0	5	2007	CWD	Normal
848	2309	120	RLD	48.0	7146.601889	Paved	NaN	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	TwnhsE	1Story	9	5	2005	2005	Hip	SS	MetalSd	MetalSd	BrkFace	394.0	Ex	TA	PC	Ex	TA	No	GLQ	848.0	Unf	0.0	729.0	1577.0	GasA	Ex	Y	SBrkr	1577	0	0	1577	1.0	0.0	2	0	2	1	Ex	6	TF	1	Gd	Attchd	2005.0	RFn	2.0	564.0	TA	TA	Y	203	39	0	0	0	0	NaN	NaN	NaN	0	5	2007	WD	Normal
849	2310	120	RLD	48.0	5483.072907	Paved	NaN	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	TwnhsE	1Story	8	5	2006	2006	Hip	SS	MetalSd	MetalSd	BrkFace	176.0	Gd	TA	PC	Gd	TA	No	GLQ	24.0	Unf	0.0	1300.0	1324.0	GasA	Ex	Y	SBrkr	1324	0	0	1324	0.0	0.0	2	0	2	1	Gd	6	TF	1	Gd	Attchd	2006.0	Fin	2.0	550.0	TA	TA	Y	0	38	0	0	0	0	NaN	NaN	NaN	0	9	2007	New	Partial
850	2311	120	RLD	48.0	6341.946232	Paved	NaN	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	TwnhsE	1Story	7	5	2003	2003	Gable	SS	VinylSd	Wd Shng	Stone	235.0	Gd	TA	PC	Gd	TA	No	GLQ	1000.0	Unf	0.0	405.0	1405.0	GasA	Ex	Y	SBrkr	1405	0	0	1405	1.0	0.0	2	0	2	1	Gd	6	TF	1	Gd	Attchd	2003.0	RFn	2.0	478.0	TA	TA	Y	136	36	0	0	0	0	NaN	NaN	NaN	0	3	2007	WD	Normal
851	2312	60	RLD	59.0	7723.932207	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	RRAn	Norm	1Fam	2Story	6	5	2007	2007	Gable	SS	VinylSd	VinylSd	NaN	NaN	Gd	TA	CB	Gd	TA	No	Unf	0.0	Unf	0.0	768.0	768.0	GasA	Ex	Y	SBrkr	768	728	0	1496	0.0	0.0	3	0	3	1	Gd	7	TF	0	NaN	Attchd	2007.0	Unf	2.0	572.0	TA	TA	Y	100	0	0	0	0	0	NaN	NaN	NaN	0	5	2007	New	Partial
852	2313	60	RLD	65.0	8673.387202	Paved	NaN	Reg	Lvl	AllPub	I	GS	Gilbert	RRAn	Norm	1Fam	2Story	6	5	2005	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	768.0	768.0	GasA	Ex	Y	SBrkr	768	768	0	1536	0.0	0.0	2	1	3	1	Gd	6	TF	1	Gd	Attchd	2005.0	Fin	2.0	400.0	TA	TA	Y	100	38	0	0	0	0	NaN	NaN	NaN	0	6	2007	WD	Normal
853	2314	60	RLD	58.0	16085.589510	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	RRAn	Norm	1Fam	2Story	7	5	2006	2007	Gable	SS	VinylSd	VinylSd	Stone	44.0	TA	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	608.0	608.0	GasA	Ex	Y	SBrkr	608	850	0	1458	0.0	0.0	2	0	3	1	Gd	6	TF	0	NaN	BuiltIn	2007.0	Fin	2.0	454.0	TA	TA	Y	100	33	0	0	0	0	NaN	NaN	NaN	0	5	2007	New	Partial
854	2315	60	RLD	62.0	12078.887710	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	2006	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	738.0	738.0	GasA	Ex	Y	SBrkr	738	757	0	1495	0.0	0.0	2	1	3	1	Gd	7	TF	1	Gd	Attchd	2006.0	RFn	2.0	440.0	TA	TA	Y	100	30	0	0	0	0	NaN	NaN	NaN	0	3	2007	New	Partial
855	2316	60	RLD	63.0	8943.174596	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	2006	2007	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	698.0	698.0	GasA	Ex	Y	SBrkr	698	1048	0	1746	1.0	0.0	2	1	3	1	Gd	6	TF	1	Gd	BuiltIn	2007.0	Unf	3.0	350.0	TA	TA	Y	0	34	0	0	0	0	NaN	NaN	NaN	0	6	2007	New	Partial
856	2317	20	RLD	88.0	14964.925620	Paved	NaN	IR1	Lvl	AllPub	C	GS	Gilbert	Norm	Norm	1Fam	1Story	6	5	2005	2005	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	Av	GLQ	918.0	Unf	0.0	408.0	1326.0	GasA	Ex	Y	SBrkr	1326	0	0	1326	1.0	0.0	2	0	3	1	Gd	6	TF	0	NaN	Attchd	2005.0	Fin	2.0	388.0	TA	TA	Y	120	23	0	0	0	0	NaN	NaN	Shed	2000	6	2007	WD	Normal
857	2318	60	RLD	72.0	11959.240600	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	2007	2007	Gable	SS	VinylSd	VinylSd	Stone	22.0	Gd	TA	PC	Gd	TA	Av	Unf	0.0	Unf	0.0	752.0	752.0	GasA	Ex	Y	SBrkr	752	752	0	1504	0.0	0.0	2	1	3	1	Gd	6	TF	0	NaN	Attchd	2007.0	Fin	2.0	440.0	TA	TA	Y	100	32	0	0	0	0	NaN	NaN	NaN	0	12	2007	New	Partial
858	2319	60	RLD	64.0	6961.242495	Paved	NaN	Reg	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	7	5	2007	2007	Gable	SS	VinylSd	VinylSd	Stone	16.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	728.0	728.0	GasA	Ex	Y	SBrkr	728	728	0	1456	0.0	0.0	2	1	3	1	Gd	7	TF	0	NaN	Attchd	2007.0	Fin	2.0	400.0	TA	TA	Y	100	24	0	0	0	0	NaN	NaN	NaN	0	7	2007	New	Partial
859	2320	20	RLD	64.0	20.443026	Paved	NaN	Reg	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	1Story	7	6	2007	2007	Gable	SS	VinylSd	VinylSd	BrkFace	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1246.0	1246.0	GasA	Ex	Y	SBrkr	1258	0	0	1258	0.0	0.0	2	0	3	1	Gd	6	TF	0	NaN	Attchd	2007.0	RFn	2.0	462.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	8	2007	New	Partial
860	2321	120	RLD	NaN	13546.645010	Paved	NaN	Reg	Lvl	AllPub	I	GS	Blmngtn	Norm	Norm	TwnhsE	1Story	8	5	2003	2003	Hip	SS	VinylSd	VinylSd	BrkFace	72.0	Gd	TA	PC	Gd	TA	Gd	GLQ	1084.0	Unf	0.0	322.0	1406.0	GasA	Ex	Y	SBrkr	1589	0	0	1589	1.0	0.0	2	0	2	1	Gd	7	TF	1	TA	Attchd	2003.0	Fin	3.0	630.0	TA	TA	Y	143	20	0	0	0	0	NaN	NaN	NaN	0	11	2007	WD	Normal
861	2322	20	RLD	53.0	5997.401918	Paved	NaN	Reg	Lvl	AllPub	I	GS	Blmngtn	Norm	Norm	1Fam	1Story	7	5	2007	2007	Gable	SS	VinylSd	VinylSd	BrkFace	16.0	Gd	TA	PC	Gd	TA	Av	Unf	0.0	Unf	0.0	1266.0	1266.0	GasA	Ex	Y	SBrkr	1266	0	0	1266	0.0	0.0	2	0	2	1	Gd	6	TF	1	Gd	Attchd	2007.0	Fin	2.0	388.0	TA	TA	Y	100	16	0	0	0	0	NaN	NaN	NaN	0	8	2007	New	Partial
862	2323	80	RLD	65.0	4147.090880	Paved	NaN	IR2	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	SLvl	7	5	2004	2005	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Gd	GLQ	779.0	Unf	0.0	56.0	835.0	GasA	Ex	Y	SBrkr	1119	0	0	1119	1.0	0.0	2	0	2	1	Gd	5	TF	0	NaN	Attchd	2004.0	Fin	2.0	437.0	TA	TA	Y	100	24	0	0	0	0	NaN	NaN	NaN	0	4	2007	WD	Normal
863	2324	80	RLD	87.0	13924.702080	Paved	NaN	IR1	Lvl	AllPub	C	GS	Gilbert	Norm	Norm	1Fam	SLvl	7	5	2004	2004	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	192.0	Unf	0.0	192.0	384.0	GasA	Ex	Y	SBrkr	744	630	0	1374	1.0	0.0	2	1	3	1	Gd	8	TF	1	Gd	BuiltIn	2004.0	Fin	2.0	400.0	TA	TA	Y	100	0	0	0	0	0	NaN	NaN	NaN	0	6	2007	WD	Family
864	2325	20	RLD	59.0	15186.938790	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	1Story	7	5	2006	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	Unf	0.0	Unf	0.0	1510.0	1510.0	GasA	Ex	Y	SBrkr	1525	0	0	1525	0.0	0.0	2	1	3	1	Gd	6	TF	1	Gd	Attchd	2006.0	RFn	2.0	534.0	TA	TA	Y	100	18	0	0	0	0	NaN	NaN	NaN	0	4	2007	New	Partial
865	2326	80	RLD	NaN	1003.116597	Paved	NaN	IR1	Lvl	AllPub	C	GS	Gilbert	Norm	Norm	1Fam	SLvl	7	5	2003	2003	Gable	SS	VinylSd	VinylSd	NaN	NaN	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	384.0	384.0	GasA	Ex	Y	SBrkr	754	640	0	1394	0.0	0.0	2	1	3	1	Gd	7	TF	1	TA	BuiltIn	2003.0	Fin	2.0	400.0	TA	TA	Y	100	0	0	0	0	0	NaN	NaN	NaN	0	10	2007	WD	Normal
866	2327	60	RLD	63.0	9574.973525	Paved	NaN	Reg	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	7	5	2003	2003	Gable	SS	VinylSd	VinylSd	BrkFace	16.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	847.0	847.0	GasA	Ex	Y	SBrkr	847	1101	0	1948	0.0	0.0	2	1	4	1	Gd	8	TF	1	Gd	BuiltIn	2003.0	Fin	2.0	434.0	TA	TA	Y	0	48	0	0	0	0	NaN	NaN	NaN	0	7	2007	WD	Normal
867	2328	60	RLD	NaN	16561.471480	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	7	5	2002	2002	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	574.0	Unf	0.0	280.0	854.0	GasA	Ex	Y	SBrkr	864	1131	0	1995	0.0	0.0	2	1	4	1	Gd	8	TF	1	Gd	BuiltIn	2002.0	Fin	2.0	435.0	TA	TA	Y	264	48	0	0	0	0	NaN	NaN	NaN	0	7	2007	WD	Normal
868	2329	60	RLD	58.0	5984.758912	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	2000	2000	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	GLQ	520.0	Unf	0.0	395.0	915.0	GasA	Ex	Y	SBrkr	940	750	0	1690	1.0	0.0	2	1	3	1	TA	7	TF	1	TA	Attchd	2000.0	RFn	2.0	442.0	TA	TA	Y	0	50	0	0	0	0	NaN	NaN	NaN	0	6	2007	WD	Normal
869	2330	60	RLD	59.0	970.055915	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	1999	2000	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	941.0	941.0	GasA	Ex	Y	SBrkr	961	683	0	1644	0.0	0.0	2	1	3	1	TA	7	TF	1	TA	Attchd	1999.0	RFn	2.0	460.0	TA	TA	Y	460	42	0	0	0	0	NaN	NaN	NaN	0	5	2007	WD	Normal
870	2331	60	RLD	100.0	8220.778897	Paved	NaN	IR1	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	2Story	8	5	1997	1998	Hip	SS	VinylSd	VinylSd	BrkFace	515.0	Gd	TA	PC	Gd	TA	Av	GLQ	1181.0	Unf	0.0	598.0	1779.0	GasA	Ex	Y	SBrkr	1779	772	0	2551	1.0	0.0	2	1	4	1	Gd	8	TF	2	TA	Attchd	1998.0	Fin	3.0	925.0	TA	TA	Y	76	61	0	0	0	0	NaN	NaN	NaN	0	6	2007	WD	Normal
871	2332	60	RLD	89.0	9731.198450	Paved	NaN	IR1	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	2Story	9	5	1998	1998	Gable	SS	MetalSd	MetalSd	BrkFace	422.0	Gd	TA	PC	Ex	TA	Gd	GLQ	672.0	Unf	0.0	736.0	1408.0	GasA	Ex	Y	SBrkr	1671	1407	0	3078	1.0	0.0	2	1	4	1	Gd	9	TF	1	TA	Attchd	1998.0	Fin	3.0	806.0	TA	TA	Y	108	87	0	0	0	0	NaN	NaN	NaN	0	7	2007	WD	Normal
872	2333	60	RLD	74.0	6951.367623	Paved	NaN	IR1	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	2Story	8	5	1998	1999	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	1048.0	Unf	0.0	341.0	1389.0	GasA	Ex	Y	SBrkr	1411	1171	0	2582	1.0	0.0	2	1	4	1	Gd	9	TF	1	TA	Attchd	1998.0	Fin	3.0	758.0	TA	TA	Y	286	60	0	0	0	0	NaN	NaN	NaN	0	1	2007	WD	Normal
873	2334	60	RLD	83.0	9327.567813	Paved	NaN	Reg	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	2Story	7	5	1998	1998	Gable	SS	VinylSd	VinylSd	BrkFace	275.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1066.0	1066.0	GasA	Ex	Y	SBrkr	1108	1277	0	2385	0.0	0.0	2	1	4	1	Gd	8	TF	1	TA	BuiltIn	1998.0	Fin	3.0	600.0	TA	TA	Y	120	38	0	0	0	0	NaN	NaN	NaN	0	5	2007	WD	Normal
874	2335	60	RLD	88.0	9137.176926	Paved	NaN	Reg	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	2Story	8	5	1992	1993	Gable	SS	VinylSd	VinylSd	BrkFace	309.0	Gd	TA	PC	Ex	TA	No	GLQ	335.0	Unf	0.0	770.0	1105.0	GasA	Ex	Y	SBrkr	1105	1097	0	2202	1.0	0.0	2	1	4	1	Gd	9	TF	1	TA	Attchd	1992.0	RFn	2.0	517.0	TA	TA	Y	0	65	0	0	144	0	NaN	NaN	NaN	0	9	2007	WD	Normal
875	2336	60	RLD	82.0	11582.508710	Paved	NaN	IR1	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	2Story	8	5	1996	1997	Gable	SS	VinylSd	VinylSd	BrkFace	526.0	Gd	Gd	PC	Gd	TA	No	GLQ	1225.0	Unf	0.0	100.0	1325.0	GasA	Ex	Y	SBrkr	1335	1203	0	2538	0.0	0.0	2	1	4	1	Gd	8	TF	1	TA	Attchd	1996.0	RFn	3.0	933.0	TA	TA	Y	198	92	0	0	0	0	NaN	NaN	NaN	0	5	2007	WD	Normal
876	2337	20	RLD	75.0	6680.715879	Paved	NaN	Reg	Lvl	AllPub	I	GS	Somerst	Feedr	Norm	1Fam	1Story	7	6	2007	2007	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1369.0	1369.0	GasA	Ex	Y	SBrkr	1369	0	0	1369	0.0	0.0	2	0	3	1	Gd	5	TF	0	NaN	Attchd	2007.0	Unf	2.0	605.0	TA	TA	Y	0	203	0	0	0	0	NaN	NaN	NaN	0	9	2007	New	Partial
877	2338	20	RLD	91.0	11488.894360	Paved	NaN	Reg	Lvl	AllPub	I	GS	Somerst	Feedr	Norm	1Fam	1Story	8	5	2007	2007	Gable	SS	VinylSd	VinylSd	BrkFace	164.0	Gd	TA	PC	Gd	TA	No	GLQ	1220.0	Unf	0.0	322.0	1542.0	GasA	Ex	Y	SBrkr	1542	0	0	1542	1.0	0.0	2	0	3	1	Gd	6	TF	1	Gd	Attchd	2007.0	Unf	3.0	852.0	TA	TA	Y	168	110	0	0	0	0	NaN	NaN	NaN	0	7	2007	New	Partial
878	2339	20	RLD	76.0	7711.009907	Paved	NaN	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	8	5	2006	2006	Gable	SS	VinylSd	VinylSd	BrkFace	248.0	Gd	TA	PC	Gd	TA	Mn	GLQ	28.0	Unf	0.0	1496.0	1524.0	GasA	Gd	Y	SBrkr	1534	0	0	1534	0.0	0.0	2	0	3	1	Gd	7	TF	1	Gd	Attchd	2006.0	Fin	2.0	484.0	TA	TA	Y	168	46	0	0	0	0	NaN	NaN	NaN	0	1	2007	WD	Family
879	2340	20	RLD	98.0	8176.482981	Paved	NaN	IR1	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	10	5	2007	2007	Hip	SS	CemntBd	CmentBd	BrkFace	754.0	Ex	TA	PC	Ex	TA	Av	GLQ	1572.0	Unf	0.0	394.0	1966.0	GasA	Ex	Y	SBrkr	1966	0	0	1966	1.0	0.0	2	0	1	1	Ex	6	TF	1	Gd	Attchd	2007.0	Fin	3.0	1092.0	TA	TA	Y	76	52	0	0	0	0	NaN	NaN	NaN	0	10	2007	New	Partial
880	2341	20	RLD	85.0	1026.337316	Paved	NaN	Reg	Lvl	AllPub	FR2P	GS	Somerst	Feedr	Norm	1Fam	1Story	7	5	2007	2007	Gable	SS	VinylSd	VinylSd	NaN	NaN	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1528.0	1528.0	GasA	Ex	Y	SBrkr	1528	0	0	1528	0.0	0.0	3	2	3	1	Gd	6	TF	1	TA	Attchd	2007.0	Unf	2.0	480.0	TA	TA	Y	0	228	0	0	0	0	NaN	NaN	NaN	0	9	2007	New	Partial
881	2342	20	RLD	74.0	12380.331760	Paved	NaN	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	8	5	2005	2005	Gable	SS	VinylSd	VinylSd	BrkFace	148.0	Gd	TA	PC	Gd	TA	Av	GLQ	769.0	Unf	0.0	769.0	1538.0	GasA	Ex	Y	SBrkr	1538	0	0	1538	1.0	0.0	2	0	3	1	Gd	7	TF	0	NaN	Attchd	2005.0	RFn	2.0	484.0	TA	TA	Y	146	40	0	0	0	0	NaN	NaN	NaN	0	12	2007	WD	Normal
882	2343	20	RLD	70.0	2530.191605	Paved	NaN	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	7	5	2005	2006	Gable	SS	VinylSd	VinylSd	BrkFace	143.0	Gd	TA	PC	Gd	Gd	Av	GLQ	778.0	Unf	0.0	716.0	1494.0	GasA	Ex	Y	SBrkr	1506	0	0	1506	1.0	0.0	2	0	3	1	Gd	7	TF	1	Gd	Attchd	2005.0	RFn	2.0	672.0	TA	TA	Y	192	35	0	0	0	0	NaN	NaN	NaN	0	4	2007	WD	Normal
883	2344	60	RLD	70.0	6973.849267	Paved	NaN	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	2Story	7	5	2006	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	982.0	982.0	GasA	Ex	Y	SBrkr	982	995	0	1977	0.0	0.0	2	1	3	1	Gd	7	TF	0	NaN	Attchd	2006.0	RFn	3.0	574.0	TA	TA	Y	240	53	0	0	0	0	NaN	NaN	NaN	0	7	2007	WD	Family
884	2345	60	RLD	75.0	17602.073970	Paved	NaN	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	2Story	8	5	2006	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1302.0	1302.0	GasA	Ex	Y	SBrkr	1302	528	0	1830	0.0	0.0	2	1	3	1	Gd	7	TF	0	NaN	BuiltIn	2006.0	RFn	3.0	859.0	TA	TA	Y	0	40	0	0	0	0	NaN	NaN	NaN	0	3	2007	WD	Normal
885	2346	20	FVR	72.0	5097.466224	Paved	NaN	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	8	5	2007	2007	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	24.0	Unf	0.0	1314.0	1338.0	GasA	Ex	Y	SBrkr	1338	0	0	1338	0.0	0.0	2	0	3	1	Gd	6	TF	0	NaN	Attchd	2007.0	RFn	2.0	598.0	TA	TA	Y	0	141	0	0	0	0	NaN	NaN	NaN	0	11	2007	New	Partial
886	2347	20	FVR	75.0	10888.370650	Paved	NaN	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	7	5	2006	2007	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1335.0	1335.0	GasA	Ex	Y	SBrkr	1335	0	0	1335	0.0	0.0	2	0	3	1	Gd	6	TF	0	NaN	Attchd	2007.0	RFn	2.0	575.0	TA	TA	Y	0	210	0	0	0	0	NaN	NaN	NaN	0	6	2007	New	Partial
887	2348	60	FVR	72.0	8604.042685	Paved	NaN	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	2Story	8	5	2007	2007	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	GLQ	350.0	Unf	0.0	546.0	896.0	GasA	Ex	Y	SBrkr	896	896	0	1792	0.0	0.0	2	1	3	1	Gd	8	TF	0	NaN	Attchd	2007.0	Fin	2.0	590.0	TA	TA	Y	184	96	0	0	0	0	NaN	NaN	NaN	0	11	2007	New	Partial
888	2349	60	FVR	81.0	9407.890489	Paved	NaN	Reg	Lvl	AllPub	C	GS	Somerst	Norm	Norm	1Fam	2Story	5	5	2007	2007	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	CB	Gd	TA	NaN	Unf	0.0	Unf	0.0	725.0	725.0	GasA	Ex	Y	SBrkr	725	863	0	1588	0.0	0.0	3	0	3	1	Gd	8	TF	0	NaN	Attchd	2007.0	Unf	2.0	561.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	7	2007	New	Partial
889	2350	60	FVR	112.0	11886.934560	Paved	NaN	IR1	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	2Story	8	5	2007	2007	Hip	SS	WdShing	Wd Shng	NaN	NaN	Gd	TA	PC	Ex	TA	Av	GLQ	745.0	Unf	0.0	210.0	955.0	GasA	Ex	Y	SBrkr	955	925	0	1880	1.0	0.0	2	1	3	1	Ex	8	TF	1	Gd	Attchd	2007.0	Fin	3.0	880.0	TA	TA	Y	168	127	0	0	0	0	NaN	NaN	NaN	0	12	2007	New	Partial
890	2351	20	FVR	84.0	12925.643970	Paved	NaN	Reg	Lvl	AllPub	C	GS	Somerst	Norm	Norm	1Fam	1Story	8	5	2007	2007	Gable	SS	CemntBd	CmentBd	None	0.0	Ex	TA	PC	Gd	TA	Mn	Unf	0.0	Unf	0.0	1574.0	1574.0	GasA	Ex	Y	SBrkr	1584	0	0	1584	0.0	0.0	2	0	2	1	Ex	6	TF	1	Gd	Attchd	2007.0	Fin	2.0	594.0	TA	TA	Y	0	256	0	0	0	0	NaN	NaN	NaN	0	5	2007	New	Partial
891	2352	20	FVR	100.0	16361.784010	Paved	NaN	IR1	Lvl	AllPub	C	GS	Somerst	Norm	Norm	1Fam	1Story	8	5	2006	2006	Gable	SS	VinylSd	VinylSd	BrkFace	298.0	Gd	TA	PC	Gd	TA	Av	Unf	0.0	Unf	0.0	1685.0	1685.0	GasA	Ex	Y	SBrkr	1685	0	0	1685	0.0	0.0	2	0	2	1	Gd	5	TF	1	Gd	Attchd	2006.0	Fin	3.0	658.0	TA	TA	Y	112	63	0	0	0	0	NaN	NaN	NaN	0	4	2007	WD	Normal
892	2353	60	FVR	85.0	4127.512284	Paved	NaN	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	2Story	6	5	2004	2004	Gable	SS	VinylSd	VinylSd	BrkFace	353.0	Gd	TA	PC	Gd	TA	Av	Unf	0.0	Unf	0.0	1158.0	1158.0	GasA	Ex	Y	SBrkr	1158	1285	0	2443	0.0	0.0	2	1	4	1	Gd	9	MD2	1	Gd	BuiltIn	2004.0	RFn	3.0	744.0	TA	TA	Y	193	127	0	0	0	0	NaN	NaN	NaN	0	6	2007	WD	Normal
893	2354	20	RLD	63.0	11786.304490	Paved	NaN	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	1Story	6	5	2006	2007	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1100.0	1100.0	GasA	Ex	Y	SBrkr	1100	0	0	1100	0.0	0.0	1	1	3	1	TA	6	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	Y	0	136	0	0	0	0	NaN	NaN	NaN	0	6	2007	New	Partial
894	2355	20	RLD	63.0	16354.757780	Paved	NaN	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	1Story	7	5	2006	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	Gd	No	Unf	0.0	Unf	0.0	1143.0	1143.0	GasA	Ex	Y	SBrkr	1143	0	0	1143	0.0	0.0	1	1	3	1	Gd	5	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	Y	0	55	0	0	0	0	NaN	NaN	NaN	0	10	2007	WD	Normal
895	2356	20	RLD	60.0	16010.605300	Paved	NaN	Reg	Lvl	AllPub	I	GS	SawyerW	RRAe	Norm	1Fam	1Story	5	5	2003	2004	Gable	SS	VinylSd	VinylSd	BrkFace	126.0	Gd	TA	PC	Gd	TA	No	GLQ	729.0	Unf	0.0	365.0	1094.0	GasA	Ex	Y	SBrkr	1094	0	0	1094	1.0	0.0	1	0	3	1	Gd	6	TF	0	NaN	Detchd	2004.0	Unf	2.0	576.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	5	2007	WD	Normal
896	2357	20	RLD	65.0	11168.085500	Paved	NaN	IR1	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	1Story	7	5	2006	2006	Gable	SS	VinylSd	VinylSd	BrkFace	170.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1461.0	1461.0	GasA	Ex	Y	SBrkr	1486	0	0	1486	0.0	0.0	2	0	3	1	Gd	7	TF	0	NaN	Attchd	2006.0	RFn	2.0	566.0	TA	TA	Y	0	32	0	0	0	0	NaN	NaN	NaN	0	6	2007	WD	Normal
897	2358	60	RLD	NaN	16426.889170	Paved	NaN	IR2	Lvl	AllPub	C	GS	SawyerW	Norm	Norm	1Fam	2Story	6	5	1993	1997	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	ALQ	480.0	Unf	0.0	384.0	864.0	GasA	Ex	Y	SBrkr	920	900	0	1820	0.0	0.0	2	1	3	1	Gd	7	TF	0	NaN	Attchd	1993.0	RFn	2.0	492.0	TA	TA	Y	144	85	0	0	0	0	NaN	GdPrv	NaN	0	5	2007	WD	Normal
898	2359	160	RLD	50.0	12893.026010	Paved	NaN	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	TwnhsE	2Story	6	5	1980	1980	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	630.0	630.0	GasA	Ex	Y	SBrkr	630	636	0	1266	0.0	0.0	1	1	2	1	TA	5	TF	2	TA	Attchd	1980.0	RFn	1.0	283.0	TA	TA	Y	340	0	0	0	0	0	NaN	MnPrv	NaN	0	7	2007	WD	Normal
899	2360	20	RLD	64.0	4143.834083	Paved	NaN	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	5	1977	1977	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	Gd	TA	No	LwQ	138.0	Rec	351.0	405.0	894.0	GasA	TA	Y	SBrkr	894	0	0	894	1.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Detchd	1979.0	Unf	1.0	308.0	TA	TA	Y	192	0	0	0	0	0	NaN	NaN	NaN	0	3	2007	WD	Normal
900	2361	20	RLD	84.0	7832.012946	Paved	NaN	Reg	Lvl	AllPub	C	GS	Sawyer	Norm	Norm	1Fam	1Story	5	7	1968	1968	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	Rec	812.0	Unf	0.0	228.0	1040.0	GasA	TA	Y	SBrkr	1040	0	0	1040	1.0	0.0	1	1	3	1	TA	5	TF	0	NaN	Detchd	1991.0	Fin	2.0	686.0	TA	TA	Y	188	0	0	0	0	0	NaN	NaN	NaN	0	6	2007	WD	Normal
901	2362	60	RLD	NaN	12489.195160	Paved	NaN	IR1	Bnk	AllPub	I	GS	Veenker	Norm	Norm	1Fam	2Story	7	5	1990	1990	Gable	SS	HdBoard	HdBoard	BrkFace	272.0	Gd	TA	PC	Gd	TA	No	GLQ	727.0	Unf	0.0	496.0	1223.0	GasA	Gd	Y	SBrkr	1271	1232	0	2503	1.0	0.0	2	1	3	1	Gd	7	TF	1	TA	Attchd	1990.0	RFn	2.0	564.0	TA	TA	Y	0	99	0	0	182	0	NaN	NaN	NaN	0	2	2007	WD	Normal
902	2363	20	RLD	44.0	9492.000879	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	Sawyer	RRAe	Norm	1Fam	1Story	5	5	1974	1974	Gable	SS	Plywood	Plywood	BrkFace	44.0	TA	TA	CB	Fa	TA	Gd	ALQ	787.0	Unf	0.0	250.0	1037.0	GasA	TA	Y	SBrkr	1037	0	0	1037	1.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Attchd	1974.0	RFn	2.0	431.0	TA	TA	Y	136	47	0	0	0	0	NaN	NaN	NaN	0	8	2007	WD	Normal
903	2364	20	RLD	43.0	13076.022800	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	Sawyer	RRAe	Norm	1Fam	1Story	6	7	1973	2006	Gable	SS	CemntBd	CmentBd	None	0.0	TA	TA	CB	Gd	TA	Mn	ALQ	968.0	Unf	0.0	76.0	1044.0	GasA	TA	Y	SBrkr	1055	0	0	1055	1.0	0.0	1	0	2	1	Gd	5	TF	1	TA	Attchd	1973.0	RFn	2.0	542.0	TA	TA	Y	455	0	0	0	0	0	NaN	NaN	NaN	0	1	2007	WD	Abnorml
904	2365	120	FVR	45.0	14686.324880	Paved	NaN	IR1	Lvl	AllPub	FR2P	GS	Somerst	Norm	Norm	TwnhsE	1Story	8	5	2004	2004	Gable	SS	MetalSd	MetalSd	None	0.0	Gd	TA	PC	Gd	TA	Av	GLQ	851.0	Unf	0.0	527.0	1378.0	GasA	Ex	Y	SBrkr	1378	0	0	1378	1.0	0.0	2	0	2	1	Gd	6	TF	1	Gd	Attchd	2004.0	Fin	2.0	540.0	TA	TA	Y	160	56	0	0	0	0	NaN	NaN	NaN	0	7	2007	WD	Normal
905	2366	120	FVR	80.0	6769.660191	Paved	Paved	IR1	Lvl	AllPub	I	GS	Somerst	Norm	Norm	TwnhsE	1Story	8	5	2006	2007	Gable	SS	VinylSd	VinylSd	Stone	30.0	Gd	TA	PC	Gd	TA	No	GLQ	60.0	Unf	0.0	1081.0	1141.0	GasA	Ex	Y	SBrkr	1151	0	0	1151	1.0	0.0	2	0	2	1	Gd	5	TF	0	NaN	Attchd	2006.0	Fin	2.0	484.0	TA	TA	Y	0	60	0	0	0	0	NaN	NaN	NaN	0	2	2007	New	Partial
906	2367	120	FVR	32.0	7411.419804	Paved	Paved	IR1	Lvl	AllPub	I	GS	Somerst	Norm	Norm	TwnhsE	1Story	8	5	2006	2007	Gable	SS	VinylSd	VinylSd	Stone	36.0	Gd	TA	PC	Gd	TA	No	GLQ	60.0	Unf	0.0	1451.0	1511.0	GasA	Ex	Y	SBrkr	1565	0	0	1565	1.0	0.0	2	0	2	1	Gd	5	TF	0	NaN	Attchd	2006.0	Fin	2.0	476.0	TA	TA	Y	0	120	0	0	0	0	NaN	NaN	NaN	0	2	2007	New	Partial
907	2368	120	FVR	40.0	8303.012867	Paved	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	TwnhsE	1Story	7	5	2006	2007	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Ex	Gd	No	GLQ	937.0	Unf	0.0	415.0	1352.0	GasA	Ex	Y	SBrkr	1352	0	0	1352	1.0	0.0	2	0	2	1	Gd	5	TF	1	Gd	Attchd	2006.0	RFn	2.0	466.0	TA	TA	Y	0	241	0	0	0	0	NaN	NaN	NaN	0	8	2007	New	Partial
908	2369	120	FVR	30.0	12750.959380	Paved	Paved	IR2	Lvl	AllPub	I	GS	Somerst	Norm	Norm	TwnhsE	1Story	8	5	2006	2007	Gable	SS	VinylSd	VinylSd	NaN	NaN	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1550.0	1550.0	GasA	Ex	Y	SBrkr	1550	0	0	1550	0.0	0.0	2	1	2	1	Gd	5	TF	0	NaN	Attchd	2007.0	Fin	2.0	528.0	TA	TA	Y	0	102	0	0	0	0	NaN	NaN	NaN	0	7	2007	New	Partial
909	2370	160	FVR	24.0	9242.051701	Paved	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	Twnhs	2Story	6	5	1999	1999	Gable	SS	MetalSd	MetalSd	BrkFace	342.0	TA	TA	PC	Gd	TA	No	GLQ	565.0	Unf	0.0	179.0	744.0	GasA	Gd	Y	SBrkr	757	744	0	1501	1.0	0.0	2	1	3	1	TA	6	TF	1	TA	Detchd	1999.0	Unf	2.0	440.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	9	2007	WD	Normal
910	2371	160	FVR	24.0	12216.328770	Paved	NaN	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	Twnhs	2Story	6	5	2000	2000	Gable	SS	MetalSd	MetalSd	BrkFace	216.0	Gd	TA	PC	Gd	TA	No	GLQ	417.0	Unf	0.0	339.0	756.0	GasA	Ex	Y	SBrkr	769	804	0	1573	0.0	0.0	2	1	3	1	Gd	4	TF	0	NaN	Detchd	2000.0	Unf	2.0	440.0	TA	TA	Y	0	32	0	0	0	0	NaN	NaN	NaN	0	9	2007	WD	Normal
911	2372	20	FVR	73.0	13548.058370	Paved	Paved	IR1	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	7	5	1999	2000	Gable	SS	CemntBd	CmentBd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1339.0	1339.0	GasA	Ex	Y	SBrkr	1358	0	0	1358	0.0	0.0	2	0	3	1	Gd	5	TF	0	NaN	Detchd	1999.0	Unf	2.0	625.0	TA	TA	Y	176	174	0	0	0	0	NaN	NaN	NaN	0	12	2007	COD	Normal
912	2373	60	FVR	NaN	7857.479105	Paved	Paved	IR1	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	2Story	8	5	2003	2004	Hip	SS	CemntBd	CmentBd	None	0.0	Gd	TA	PC	Ex	TA	No	GLQ	964.0	Unf	0.0	90.0	1054.0	GasA	Ex	Y	SBrkr	1072	976	0	2048	1.0	0.0	2	1	3	1	Gd	8	TF	2	Gd	Detchd	2003.0	Unf	2.0	552.0	TA	TA	Y	0	48	0	0	180	0	NaN	NaN	NaN	0	8	2007	WD	Normal
913	2374	60	FVR	106.0	14309.607840	Paved	NaN	IR1	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	2Story	8	5	1998	1998	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	Gd	PC	Ex	TA	Mn	GLQ	901.0	Unf	0.0	319.0	1220.0	GasA	Ex	Y	SBrkr	1220	1142	0	2362	1.0	0.0	2	1	3	1	Gd	8	TF	2	TA	Attchd	1998.0	RFn	2.0	1105.0	Gd	TA	Y	147	0	36	0	144	0	NaN	NaN	NaN	0	6	2007	WD	Normal
914	2375	120	RLD	50.0	18970.753790	Paved	NaN	IR2	Lvl	AllPub	FR2P	GS	Veenker	Norm	Norm	TwnhsE	1Story	8	5	1994	1995	Gable	SS	BrkFace	BrkFace	None	0.0	Gd	TA	PC	Gd	TA	Gd	LwQ	457.0	ALQ	1037.0	0.0	1494.0	GasA	Ex	Y	SBrkr	1494	0	0	1494	1.0	0.0	1	1	1	1	Gd	5	TF	1	Gd	Attchd	1994.0	Fin	2.0	478.0	TA	TA	Y	0	30	0	0	217	0	NaN	NaN	NaN	0	5	2007	WD	Normal
915	2376	20	RLD	80.0	14274.127670	Paved	NaN	Reg	Lvl	AllPub	I	GS	Veenker	Norm	Norm	1Fam	1Story	7	6	1980	1980	Hip	SS	VinylSd	MetalSd	BrkFace	600.0	Gd	TA	CB	Gd	TA	No	GLQ	1732.0	Unf	0.0	270.0	2002.0	GasA	Ex	Y	SBrkr	2362	0	0	2362	1.0	0.0	2	1	3	1	Gd	8	TF	1	TA	Attchd	1980.0	RFn	2.0	546.0	Gd	TA	Y	180	16	0	0	0	0	NaN	NaN	NaN	0	3	2007	WD	Normal
916	2377	20	RLD	94.0	1776.433624	Paved	NaN	IR1	Lvl	AllPub	I	GS	Veenker	Norm	Norm	1Fam	1Story	8	5	1981	1981	Hip	SS	BrkFace	BrkFace	None	0.0	Gd	TA	CB	Gd	TA	Gd	ALQ	1632.0	Rec	829.0	0.0	2461.0	GasA	Gd	Y	SBrkr	2497	0	0	2497	1.0	0.0	2	0	2	1	Gd	7	TF	2	Gd	Attchd	1981.0	RFn	2.0	676.0	TA	TA	Y	266	0	0	0	0	0	NaN	NaN	NaN	0	3	2007	WD	Normal
917	2378	20	RLD	78.0	13101.848350	Paved	NaN	Reg	Lvl	AllPub	I	GS	NWAmes	RRAn	Norm	1Fam	1Story	6	6	1968	1968	Gable	SS	MetalSd	MetalSd	BrkFace	41.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	912.0	912.0	GasA	Ex	Y	SBrkr	1152	0	0	1152	1.0	0.0	1	1	3	1	TA	7	TF	0	NaN	Attchd	1968.0	RFn	2.0	412.0	TA	TA	Y	0	126	0	0	0	0	NaN	NaN	NaN	0	9	2007	CWD	Normal
918	2379	60	RLD	80.0	5400.183008	Paved	NaN	Reg	Lvl	AllPub	I	GS	NWAmes	PosA	Norm	1Fam	2Story	6	6	1970	1970	Gable	SS	VinylSd	VinylSd	BrkFace	525.0	TA	TA	CB	TA	TA	No	Rec	915.0	Unf	0.0	93.0	1008.0	GasA	TA	Y	SBrkr	1403	1008	0	2411	1.0	0.0	2	1	4	1	TA	8	TF	1	Po	Attchd	1970.0	RFn	2.0	570.0	TA	TA	Y	0	192	0	0	0	0	NaN	NaN	NaN	0	6	2007	WD	Normal
919	2380	85	RLD	NaN	1542.116721	Paved	NaN	IR1	Lvl	AllPub	I	GS	NWAmes	PosN	Norm	1Fam	SFoyer	6	6	1969	1969	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	PC	Gd	TA	Av	BLQ	973.0	Unf	0.0	0.0	973.0	GasA	Ex	Y	SBrkr	1082	0	0	1082	1.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Attchd	1969.0	Unf	2.0	480.0	TA	TA	Y	160	0	0	0	0	0	NaN	NaN	NaN	0	1	2007	WD	Normal
920	2381	20	RLD	130.0	13478.550530	Paved	NaN	Reg	Lvl	AllPub	C	GS	NWAmes	Norm	Norm	1Fam	1Story	6	5	1968	1968	Gable	SS	HdBoard	HdBoard	BrkFace	196.0	TA	TA	PC	Gd	TA	No	ALQ	910.0	Unf	0.0	385.0	1295.0	GasA	Fa	Y	SBrkr	1295	0	0	1295	1.0	0.0	1	1	3	1	TA	6	TF	0	NaN	Attchd	1968.0	Fin	2.0	528.0	TA	TA	Y	0	194	0	0	200	0	NaN	NaN	NaN	0	4	2007	WD	Normal
921	2382	20	RLD	108.0	13188.748270	Paved	NaN	IR1	Lvl	AllPub	C	GS	NWAmes	Norm	Norm	1Fam	1Story	7	7	1972	1987	Hip	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	BLQ	346.0	Unf	0.0	778.0	1124.0	GasA	TA	Y	SBrkr	1610	0	0	1610	0.0	0.0	2	0	3	1	Gd	8	TF	1	TA	Attchd	1972.0	RFn	2.0	515.0	TA	TA	Y	202	0	0	0	256	0	NaN	NaN	NaN	0	5	2007	WD	Normal
922	2383	20	RLD	80.0	12242.786060	Paved	NaN	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	1Story	7	6	1993	1993	Gable	SS	VinylSd	VinylSd	BrkFace	112.0	TA	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1594.0	1594.0	GasA	Ex	Y	SBrkr	1594	0	0	1594	0.0	0.0	2	0	2	1	Gd	6	TF	1	TA	Attchd	1993.0	RFn	2.0	472.0	TA	TA	Y	190	80	0	0	0	0	NaN	NaN	NaN	0	7	2007	WD	Normal
923	2384	60	RLD	78.0	13953.052590	Paved	NaN	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	2Story	7	6	1993	1993	Gable	SS	MetalSd	MetalSd	BrkFace	194.0	Gd	TA	PC	Gd	TA	No	GLQ	819.0	Unf	0.0	329.0	1148.0	GasA	Ex	Y	SBrkr	1091	984	0	2075	1.0	0.0	2	1	3	1	Gd	8	TF	1	Gd	Attchd	1993.0	Unf	2.0	473.0	TA	TA	Y	235	86	0	0	0	0	NaN	NaN	NaN	0	8	2007	WD	Normal
924	2385	20	RLD	88.0	7001.624550	Paved	NaN	IR1	Lvl	AllPub	C	GS	NWAmes	Norm	Norm	1Fam	1Story	6	7	1966	1966	Hip	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	ALQ	792.0	Unf	0.0	301.0	1093.0	GasA	Gd	Y	SBrkr	1093	0	0	1093	1.0	0.0	2	0	3	1	TA	6	TF	1	Fa	Attchd	1966.0	RFn	2.0	484.0	TA	TA	Y	224	0	0	0	0	0	NaN	MnPrv	Shed	400	11	2007	WD	Normal
925	2386	20	RLD	80.0	7409.793403	Paved	NaN	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	1Story	6	5	1963	1963	Gable	SS	HdBoard	HdBoard	BrkFace	203.0	TA	TA	CB	TA	TA	No	BLQ	617.0	Rec	264.0	171.0	1052.0	GasA	TA	Y	SBrkr	1052	0	0	1052	1.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Attchd	1963.0	Fin	1.0	311.0	TA	TA	Y	0	133	0	0	0	0	NaN	NaN	NaN	0	2	2007	COD	Normal
926	2387	20	RLD	70.0	10022.249710	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1967	1993	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	ALQ	474.0	BLQ	38.0	437.0	949.0	GasA	TA	Y	SBrkr	1107	0	0	1107	1.0	0.0	1	0	3	1	Gd	5	TF	0	NaN	Attchd	1967.0	RFn	1.0	308.0	TA	TA	Y	88	64	0	0	0	0	NaN	NaN	NaN	0	3	2007	WD	Normal
927	2388	90	RLD	NaN	14469.339560	Paved	NaN	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	Duplex	1Story	4	5	1964	1964	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	SL	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	TA	N	SBrkr	1224	0	0	1224	0.0	0.0	2	0	2	2	TA	8	TF	0	NaN	CarPort	1964.0	Unf	3.0	530.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	4	2007	WD	Normal
928	2389	20	RLD	74.0	14642.029510	Paved	NaN	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1956	1956	Hip	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	Rec	438.0	LwQ	206.0	250.0	894.0	GasA	Gd	Y	SBrkr	1074	0	0	1074	0.0	0.0	1	0	2	1	Gd	6	MD1	1	Gd	Detchd	1966.0	Unf	2.0	396.0	TA	TA	Y	0	72	0	0	0	0	NaN	GdWo	NaN	0	1	2007	WD	Normal
929	2390	20	RLD	NaN	9971.231058	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1961	1961	Hip	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	ALQ	311.0	LwQ	167.0	386.0	864.0	GasA	TA	Y	SBrkr	1187	0	0	1187	1.0	0.0	1	0	2	1	TA	6	TF	1	TA	Attchd	1961.0	RFn	2.0	440.0	TA	TA	Y	128	0	0	0	0	0	NaN	NaN	NaN	0	8	2007	CWD	Normal
930	2391	20	RLD	76.0	8050.160742	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1961	1961	Gable	SS	VinylSd	VinylSd	BrkFace	56.0	TA	Gd	CB	TA	TA	No	ALQ	700.0	Unf	0.0	264.0	964.0	GasA	Ex	Y	SBrkr	964	0	0	964	0.0	0.0	1	0	3	1	TA	5	TF	1	Fa	Detchd	1985.0	Fin	2.0	784.0	TA	TA	Y	170	0	0	0	0	0	NaN	GdPrv	NaN	0	2	2007	WD	Normal
931	2392	20	RLD	70.0	3293.881345	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1960	1960	Hip	SS	CemntBd	CmentBd	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	894.0	894.0	GasA	TA	Y	SBrkr	894	0	0	894	0.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Detchd	1965.0	Unf	1.0	312.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	1	2007	WD	Normal
932	2393	20	RLD	80.0	5778.139225	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	7	6	1966	1966	Hip	SS	HdBoard	Plywood	BrkFace	202.0	TA	TA	CB	TA	TA	No	BLQ	654.0	Unf	0.0	520.0	1174.0	GasA	Ex	Y	SBrkr	1200	0	0	1200	0.0	1.0	2	0	3	1	TA	6	TF	1	TA	Attchd	1966.0	RFn	2.0	440.0	TA	TA	Y	0	0	0	0	0	0	NaN	MnPrv	NaN	0	10	2007	CWD	Normal
933	2394	80	RLD	80.0	9730.853180	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	SLvl	6	5	1965	1965	Gable	SS	HdBoard	HdBoard	BrkFace	98.0	TA	TA	CB	TA	TA	Gd	GLQ	494.0	Unf	0.0	548.0	1042.0	GasA	TA	Y	SBrkr	1042	0	0	1042	0.0	0.0	2	0	3	1	TA	5	TF	0	NaN	Attchd	1965.0	RFn	2.0	440.0	TA	TA	Y	192	0	0	0	0	0	NaN	GdPrv	NaN	0	5	2007	WD	Normal
934	2395	60	RLD	80.0	6393.198707	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	2Story	6	7	1964	1997	Gable	SS	MetalSd	MetalSd	BrkFace	306.0	TA	Gd	CB	TA	TA	No	ALQ	414.0	Unf	0.0	431.0	845.0	GasA	Ex	Y	SBrkr	845	1309	0	2154	0.0	0.0	2	1	5	1	TA	8	TF	1	Gd	Attchd	1964.0	RFn	2.0	539.0	TA	TA	Y	0	0	0	0	161	0	NaN	MnPrv	NaN	0	7	2007	WD	Normal
935	2396	20	RLD	NaN	10654.066140	Paved	NaN	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	5	1964	1964	Gable	SS	Wd Sdng	Plywood	BrkFace	212.0	TA	TA	CB	TA	TA	No	ALQ	54.0	Rec	543.0	533.0	1130.0	GasA	TA	Y	SBrkr	1374	0	0	1374	0.0	1.0	1	0	3	1	TA	7	TF	1	TA	Attchd	1964.0	RFn	1.0	286.0	TA	TA	Y	0	28	84	0	0	0	NaN	MnPrv	NaN	0	8	2007	WD	Normal
936	2397	20	RLD	NaN	4956.779246	Paved	NaN	Reg	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	6	7	1959	1991	Gable	SS	MetalSd	MetalSd	BrkFace	136.0	TA	Gd	CB	TA	TA	Mn	ALQ	1386.0	Unf	0.0	206.0	1592.0	GasA	Gd	Y	SBrkr	1652	0	0	1652	1.0	0.0	1	1	3	1	Gd	6	TF	1	Gd	Attchd	1959.0	RFn	2.0	510.0	TA	TA	Y	0	0	0	0	201	0	NaN	NaN	NaN	0	7	2007	WD	Normal
937	2398	45	RLD	85.0	9209.111221	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1.5Unf	5	7	1940	1996	Gable	SS	Wd Sdng	HdBoard	None	0.0	TA	TA	PC	TA	TA	No	LwQ	130.0	Rec	259.0	433.0	822.0	GasA	TA	Y	SBrkr	908	0	0	908	0.0	0.0	1	0	2	1	TA	4	TF	0	NaN	Attchd	1975.0	Unf	2.0	512.0	TA	TA	Y	284	24	0	0	192	0	NaN	MnPrv	NaN	0	10	2007	WD	Normal
938	2399	20	RLD	50.0	4970.176588	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	1Story	3	3	1946	1950	Gable	SS	WdShing	Wd Shng	None	0.0	Fa	Fa	CB	Fa	Fa	No	LwQ	299.0	Unf	0.0	367.0	666.0	GasA	Fa	N	SBrkr	666	0	0	666	0.0	1.0	1	0	2	1	Gd	4	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	0	52	0	0	0	0	NaN	MnPrv	NaN	0	4	2007	WD	Normal
939	2400	50	RLD	51.0	10451.055440	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrkSide	Feedr	Norm	1Fam	1.5Fin	3	5	1945	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	LwQ	144.0	Unf	0.0	226.0	370.0	GasA	TA	N	FuseA	442	228	0	670	1.0	0.0	1	0	2	1	Fa	4	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	0	21	0	0	0	0	NaN	MnPrv	Shed	2000	7	2007	WD	Normal
940	2401	20	RLD	50.0	10261.414050	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrkSide	RRAn	Feedr	1Fam	1Story	5	8	1958	2000	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	No	BLQ	150.0	ALQ	404.0	254.0	808.0	GasA	Ex	Y	SBrkr	808	0	0	808	0.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Detchd	1963.0	Unf	1.0	308.0	TA	TA	N	143	0	0	0	0	0	NaN	NaN	NaN	0	7	2007	COD	Normal
941	2402	20	RLD	80.0	2948.388277	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1955	1955	Hip	SS	HdBoard	HdBoard	BrkFace	176.0	TA	Gd	CB	TA	TA	No	BLQ	368.0	Unf	0.0	710.0	1078.0	GasA	Ex	Y	SBrkr	1150	0	0	1150	1.0	0.0	1	0	2	1	TA	6	TF	0	NaN	Attchd	1955.0	Fin	1.0	288.0	TA	TA	Y	0	0	0	0	175	0	NaN	MnPrv	NaN	0	10	2007	WD	Normal
942	2403	90	RLD	63.0	7611.097354	Paved	NaN	Reg	Lvl	AllPub	C	GS	NAmes	Norm	Norm	Duplex	1Story	5	5	1968	1968	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	1560.0	1560.0	GasA	TA	Y	SBrkr	1560	0	0	1560	0.0	0.0	2	0	4	2	TA	8	TF	0	NaN	Detchd	1968.0	Unf	3.0	792.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	5	2007	WD	Normal
943	2404	85	RLD	NaN	16306.744630	Paved	NaN	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	SFoyer	5	6	1966	1966	Gable	SS	HdBoard	HdBoard	BrkFace	87.0	TA	TA	CB	TA	TA	Av	GLQ	602.0	Unf	0.0	191.0	793.0	GasA	Ex	Y	SBrkr	1280	0	0	1280	0.0	1.0	2	0	3	1	TA	6	TF	1	TA	Basment	1966.0	Fin	2.0	432.0	TA	TA	Y	140	40	0	0	0	0	NaN	NaN	NaN	0	6	2007	WD	Normal
944	2405	80	RLD	100.0	4277.995338	Paved	NaN	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	SLvl	6	5	1961	1961	Hip	SS	WdShing	Wd Shng	BrkFace	291.0	TA	TA	CB	TA	TA	Av	ALQ	600.0	Unf	0.0	618.0	1218.0	GasA	TA	Y	SBrkr	1254	0	0	1254	1.0	0.0	1	0	3	1	TA	6	TF	1	Gd	Attchd	1961.0	RFn	2.0	525.0	TA	TA	Y	0	0	0	0	168	0	NaN	NaN	NaN	0	5	2007	WD	Normal
945	2406	20	RLD	73.0	13635.201620	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	7	1957	1999	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	No	ALQ	873.0	Unf	0.0	63.0	936.0	GasA	TA	Y	SBrkr	936	0	0	936	1.0	0.0	1	0	2	1	Gd	4	TF	0	NaN	Attchd	1957.0	RFn	1.0	315.0	TA	TA	Y	0	0	0	219	0	0	NaN	NaN	NaN	0	9	2007	WD	Normal
946	2407	20	RLD	65.0	9326.514221	Paved	NaN	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1956	1956	Gable	SS	Wd Sdng	Wd Sdng	BrkCmn	54.0	TA	TA	CB	TA	TA	No	GLQ	908.0	Unf	0.0	100.0	1008.0	GasA	Ex	Y	SBrkr	1008	0	0	1008	1.0	0.0	1	0	3	1	Fa	6	TF	0	NaN	Detchd	1964.0	Unf	1.0	308.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	12	2007	WD	Normal
947	2408	20	RLD	60.0	7871.249867	Paved	NaN	Reg	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1963	1963	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	ALQ	288.0	Unf	0.0	765.0	1053.0	GasA	Gd	Y	SBrkr	1053	0	0	1053	1.0	0.0	1	0	3	1	Gd	6	TF	0	NaN	2TFes	1994.0	RFn	2.0	692.0	TA	TA	Y	240	0	0	0	109	0	NaN	NaN	NaN	0	7	2007	WD	Normal
948	2409	20	RLD	70.0	15241.745390	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1960	1960	Hip	SS	HdBoard	HdBoard	BrkCmn	69.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	1144.0	1144.0	GasA	TA	Y	SBrkr	1144	0	0	1144	0.0	0.0	1	0	3	1	TA	6	TF	1	Gd	Attchd	1960.0	RFn	1.0	336.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	6	2007	WD	Normal
949	2410	20	RLD	80.0	16552.255310	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Feedr	Norm	1Fam	1Story	6	6	1957	1969	Gable	SS	Wd Sdng	Wd Sdng	BrkFace	289.0	TA	TA	CB	TA	TA	No	BLQ	668.0	Rec	138.0	525.0	1331.0	GasA	Gd	Y	SBrkr	1721	0	0	1721	0.0	0.0	1	0	4	1	TA	8	TF	3	TA	Attchd	1957.0	Unf	2.0	464.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	4	2007	WD	Normal
950	2411	20	RLD	72.0	20111.534560	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1957	1957	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	Rec	512.0	Unf	0.0	410.0	922.0	GasA	TA	Y	FuseA	922	0	0	922	1.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Attchd	1957.0	Unf	1.0	308.0	TA	TA	Y	0	34	0	0	0	0	NaN	GdWo	NaN	0	4	2007	WD	Normal
951	2412	20	RLD	70.0	-2015.398341	Paved	NaN	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1955	1975	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	Av	Rec	780.0	Unf	0.0	424.0	1204.0	GasA	TA	Y	SBrkr	1411	0	0	1411	0.0	0.0	1	0	3	1	TA	7	TF	1	TA	Attchd	1955.0	RFn	1.0	310.0	TA	TA	Y	278	82	0	0	0	0	NaN	NaN	NaN	0	6	2007	COD	Normal
952	2413	20	RLD	75.0	7550.096294	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1955	1955	Hip	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Rec	288.0	Unf	0.0	928.0	1216.0	GasA	TA	Y	SBrkr	1216	0	0	1216	1.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Attchd	1955.0	RFn	1.0	336.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	8	2007	WD	Normal
953	2414	20	RLD	60.0	16205.915040	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	9	1953	2006	Gable	SS	VinylSd	MetalSd	None	0.0	TA	Ex	CB	TA	TA	No	BLQ	408.0	Unf	0.0	456.0	864.0	GasA	Gd	Y	SBrkr	1154	0	0	1154	0.0	0.0	1	1	3	1	Ex	6	TF	0	NaN	Detchd	1962.0	Unf	1.0	336.0	TA	TA	Y	63	0	0	0	0	0	NaN	NaN	NaN	0	7	2007	WD	Normal
954	2415	90	RLD	70.0	19813.743920	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	Duplex	1Story	5	5	1958	1958	Hip	SS	Wd Sdng	Wd Sdng	Stone	260.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	1560.0	1560.0	GasA	TA	Y	SBrkr	1560	0	0	1560	0.0	0.0	2	0	4	2	TA	8	TF	0	NaN	Detchd	1958.0	Unf	2.0	484.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	12	2007	WD	Normal
955	2416	20	RLD	60.0	7280.355738	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	6	1952	1952	Hip	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	ALQ	441.0	Unf	0.0	507.0	948.0	GasA	TA	Y	SBrkr	948	0	0	948	0.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Detchd	1952.0	Unf	2.0	410.0	TA	TA	N	0	48	0	0	0	0	NaN	NaN	NaN	0	4	2007	WD	Normal
956	2417	20	RLD	68.0	5265.854780	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	7	1953	1953	Hip	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	Rec	85.0	ALQ	955.0	0.0	1040.0	GasA	TA	Y	FuseF	1040	0	0	1040	0.0	1.0	1	0	3	1	TA	6	TF	0	NaN	Attchd	1953.0	Fin	1.0	293.0	TA	TA	Y	0	0	0	0	0	0	NaN	MnPrv	NaN	0	6	2007	WD	Normal
957	2418	20	RLD	71.0	9775.319848	Paved	NaN	Reg	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	5	8	1956	2003	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	CB	TA	TA	No	Rec	114.0	ALQ	691.0	120.0	925.0	GasA	TA	Y	SBrkr	925	0	0	925	1.0	0.0	1	0	3	1	Gd	5	TF	0	NaN	Detchd	1956.0	Unf	1.0	252.0	TA	TA	Y	152	0	0	0	0	0	NaN	NaN	NaN	0	6	2007	WD	Normal
958	2419	50	RLD	55.0	7606.423864	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1.5Fin	4	4	1955	1955	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	PC	TA	TA	No	Rec	150.0	Unf	0.0	1040.0	1190.0	GasA	Gd	Y	SBrkr	1040	500	0	1540	1.0	0.0	1	0	4	1	Fa	7	TF	0	NaN	Detchd	2002.0	Unf	1.0	352.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	8	2007	WD	Normal
959	2420	20	RLD	70.0	5434.642694	Paved	NaN	Reg	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1955	1955	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	CB	TA	TA	No	BLQ	793.0	Unf	0.0	130.0	923.0	GasA	TA	Y	SBrkr	925	0	0	925	1.0	0.0	1	0	3	1	TA	5	TF	2	TA	Attchd	1955.0	Unf	1.0	390.0	TA	TA	Y	81	0	0	0	0	0	NaN	GdWo	NaN	0	3	2007	WD	Normal
960	2421	20	RLD	75.0	5069.687736	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	4	6	1953	1953	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	No	BLQ	595.0	Rec	354.0	156.0	1105.0	GasA	Gd	Y	SBrkr	1647	0	0	1647	1.0	0.0	1	0	3	1	TA	6	MD1	1	Fa	Attchd	1953.0	Fin	1.0	280.0	TA	TA	Y	225	0	0	0	0	368	NaN	GdPrv	NaN	0	2	2007	WD	Normal
961	2422	20	RLD	NaN	15018.839700	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	Artery	Norm	1Fam	1Story	5	5	1952	1952	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	Rec	292.0	Unf	0.0	632.0	924.0	GasA	TA	Y	SBrkr	924	0	0	924	0.0	0.0	1	0	2	1	TA	6	TF	0	NaN	Detchd	1952.0	Unf	1.0	420.0	TA	TA	Y	0	324	0	0	0	0	NaN	MnPrv	Shed	400	6	2007	WD	Normal
962	2423	50	RLD	60.0	13697.842690	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	Artery	Norm	1Fam	1.5Fin	4	7	1890	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	Gd	CB	Fa	TA	No	Unf	0.0	Unf	0.0	925.0	925.0	GasA	Gd	Y	SBrkr	1000	544	0	1544	0.0	0.0	2	0	3	1	TA	7	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	231	0	0	0	0	0	NaN	NaN	NaN	0	4	2007	WD	Normal
963	2424	50	RLD	NaN	62.919247	Paved	NaN	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1.5Fin	5	6	1953	2004	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	Fa	No	LwQ	198.0	Unf	0.0	1018.0	1216.0	GasA	Ex	Y	SBrkr	1216	0	512	1728	1.0	0.0	1	0	3	1	TA	7	TF	1	Gd	Attchd	1953.0	Unf	1.0	371.0	TA	TA	Y	200	0	0	0	0	0	NaN	GdWo	NaN	0	6	2007	WD	Normal
964	2425	70	RLD	113.0	12696.161890	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	2Story	5	4	1935	2007	Gable	SS	Wd Sdng	MetalSd	None	0.0	TA	TA	BT	TA	Fa	No	Unf	0.0	Unf	0.0	666.0	666.0	GasA	Gd	Y	SBrkr	1308	1778	0	3086	0.0	0.0	3	1	4	1	Gd	9	MD1	0	NaN	BuiltIn	2007.0	Unf	3.0	1200.0	TA	TA	Y	0	208	290	0	156	0	NaN	NaN	NaN	0	11	2007	WD	Family
965	2426	50	RLD	60.0	8094.306177	Paved	NaN	Reg	Lvl	AllPub	C	GS	OldTown	Norm	Norm	1Fam	1.5Fin	4	7	1925	1993	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	Mn	ALQ	1030.0	LwQ	66.0	55.0	1151.0	GasA	Ex	Y	SBrkr	845	436	0	1281	1.0	0.0	2	0	1	1	TA	6	Mod	0	NaN	Detchd	1978.0	Unf	2.0	580.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	8	2007	WD	Abnorml
966	2427	70	RLD	60.0	8857.131720	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	2Story	5	9	1895	1999	Gable	SS	Wd Sdng	HdBoard	None	0.0	TA	Gd	CB	Gd	TA	Av	Unf	0.0	Unf	0.0	736.0	736.0	GasA	Ex	Y	SBrkr	751	783	0	1534	0.0	0.0	1	1	3	1	Gd	6	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	0	112	0	0	0	0	NaN	NaN	NaN	0	7	2007	WD	Normal
967	2428	80	RLD	93.0	6373.338223	Paved	NaN	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	SLvl	7	5	1963	1999	Gable	SS	Plywood	Plywood	BrkFace	364.0	TA	TA	CB	TA	TA	Av	Rec	242.0	ALQ	483.0	0.0	725.0	GasA	TA	Y	SBrkr	1035	616	0	1651	0.0	1.0	2	0	4	1	TA	6	TF	2	TA	BuiltIn	1963.0	Unf	1.0	276.0	TA	TA	Y	460	46	0	0	165	0	NaN	MnPrv	NaN	0	10	2007	WD	Normal
968	2429	20	RLD	75.0	17436.890300	Paved	NaN	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1961	1961	Gable	SS	HdBoard	HdBoard	BrkFace	53.0	TA	TA	CB	TA	TA	No	ALQ	192.0	Unf	0.0	728.0	920.0	GasA	Gd	Y	SBrkr	888	0	0	888	0.0	1.0	1	0	3	1	TA	5	TF	0	NaN	Attchd	1961.0	Unf	1.0	240.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	2	2007	COD	Abnorml
969	2430	20	RLD	66.0	8321.978878	Paved	NaN	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	6	1968	1968	Gable	SS	Wd Sdng	Wd Sdng	BrkFace	86.0	TA	TA	CB	TA	TA	Mn	Rec	952.0	Unf	0.0	0.0	952.0	GasA	Gd	Y	SBrkr	952	0	0	952	1.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Attchd	1968.0	Unf	1.0	288.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	8	2007	WD	Normal
970	2431	20	RLD	60.0	6640.478783	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	3	1950	1950	Gable	SS	WdShing	Wd Shng	None	0.0	TA	TA	CB	TA	TA	No	LwQ	432.0	Unf	0.0	432.0	864.0	GasA	Fa	Y	FuseA	1238	0	0	1238	0.0	0.0	1	1	3	1	TA	6	MD2	1	TA	Attchd	1950.0	Unf	1.0	357.0	TA	TA	Y	0	171	0	0	0	0	NaN	NaN	NaN	0	11	2007	WD	Normal
971	2432	20	RLD	NaN	4592.075037	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1959	2003	Hip	SS	BrkFace	BrkFace	None	0.0	TA	TA	CB	TA	TA	No	GLQ	574.0	Unf	0.0	466.0	1040.0	GasA	Ex	Y	SBrkr	1040	0	0	1040	1.0	0.0	1	0	3	1	Gd	6	TF	0	NaN	Attchd	1959.0	RFn	1.0	286.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	Shed	0	7	2007	WD	Normal
972	2433	20	RLD	70.0	7975.668610	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1958	1958	Hip	SS	BrkFace	BrkFace	None	0.0	TA	TA	CB	TA	TA	No	Rec	625.0	Unf	0.0	545.0	1170.0	GasA	TA	Y	SBrkr	1170	0	0	1170	0.0	1.0	1	0	3	1	TA	6	TF	1	TA	Attchd	1958.0	RFn	1.0	338.0	TA	TA	Y	0	0	0	0	225	0	NaN	NaN	NaN	0	3	2007	WD	Normal
973	2434	20	RLD	70.0	16111.674730	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1960	1960	Hip	SS	BrkFace	BrkFace	None	0.0	TA	TA	CB	TA	TA	No	Rec	739.0	Unf	0.0	503.0	1242.0	GasA	Gd	Y	FuseA	1242	0	0	1242	1.0	0.0	1	1	3	1	TA	6	TF	0	NaN	Attchd	1960.0	RFn	1.0	324.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	5	2007	WD	Family
974	2435	20	RLD	80.0	5806.987797	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1960	1960	Hip	SS	BrkFace	BrkFace	None	0.0	TA	TA	CB	TA	TA	No	BLQ	1098.0	Rec	154.0	125.0	1377.0	GasA	TA	Y	SBrkr	1377	0	0	1377	1.0	0.0	1	0	3	1	TA	6	TF	2	TA	Attchd	1965.0	Unf	1.0	351.0	TA	TA	Y	0	0	0	0	0	0	NaN	MnPrv	NaN	0	11	2007	WD	Normal
975	2436	20	RLD	70.0	831.053606	Paved	NaN	Reg	Lvl	AllPub	C	GS	NAmes	Feedr	Norm	1Fam	1Story	5	6	1961	1961	Gable	SS	BrkFace	Wd Sdng	None	0.0	TA	TA	SL	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	Gd	Y	SBrkr	925	0	0	925	0.0	0.0	1	0	3	1	TA	7	TF	0	NaN	Attchd	1961.0	Fin	1.0	300.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	7	2007	WD	Normal
976	2437	20	RLD	60.0	9409.633867	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	PosN	Norm	1Fam	1Story	5	5	1962	1962	Hip	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	ALQ	110.0	BLQ	442.0	312.0	864.0	GasA	Gd	Y	SBrkr	864	0	0	864	0.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Detchd	1962.0	Unf	1.0	294.0	TA	TA	Y	58	0	0	0	0	0	NaN	NaN	NaN	0	12	2007	WD	Normal
977	2438	85	RLD	66.0	15607.309540	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	SFoyer	5	5	1962	1962	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	Av	ALQ	734.0	Unf	0.0	162.0	896.0	GasA	TA	Y	SBrkr	936	0	0	936	1.0	0.0	1	0	3	1	TA	6	TF	1	Po	Attchd	1962.0	RFn	1.0	288.0	TA	TA	Y	24	90	160	0	0	0	NaN	NaN	NaN	0	10	2007	WD	Normal
978	2439	30	RMD	60.0	11343.057880	Paved	NaN	Reg	Bnk	AllPub	I	GS	OldTown	Artery	NoRMD	1Fam	1Story	5	7	1926	1980	Gable	SS	MetalSd	MetalSd	None	0.0	Gd	Gd	BT	TA	TA	No	Unf	0.0	Unf	0.0	850.0	850.0	GasA	TA	Y	SBrkr	960	0	0	960	0.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Detchd	1981.0	RFn	2.0	576.0	TA	TA	Y	0	0	116	0	0	0	NaN	NaN	NaN	0	4	2007	WD	NoRMDal
979	2440	50	RMD	50.0	13955.681280	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	1.5Fin	6	6	1927	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	TA	No	Rec	276.0	Unf	0.0	569.0	845.0	GasA	TA	Y	SBrkr	866	430	0	1296	0.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Detchd	1980.0	Unf	2.0	576.0	TA	TA	Y	0	0	175	0	0	0	NaN	NaN	NaN	0	7	2007	WD	NoRMDal
980	2441	30	RMD	56.0	5014.927345	Paved	NaN	Reg	Lvl	AllPub	C	GS	OldTown	Artery	NoRMD	1Fam	1Story	5	5	1922	1950	Gable	SS	AsbShng	AsbShng	None	0.0	TA	TA	PC	Fa	Fa	No	LwQ	782.0	Unf	0.0	240.0	1022.0	GasA	TA	N	FuseF	1022	0	0	1022	1.0	0.0	1	0	2	1	Fa	4	TF	1	Gd	Detchd	1922.0	Unf	1.0	184.0	TA	Fa	N	0	122	20	0	0	0	NaN	MnPrv	NaN	0	2	2007	WD	NoRMDal
981	2442	30	RMD	56.0	9577.038742	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	1Story	5	6	1920	1990	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	967.0	967.0	GasA	Gd	Y	SBrkr	967	0	0	967	0.0	0.0	1	0	2	1	TA	5	TF	1	Gd	Detchd	1920.0	Unf	1.0	180.0	Fa	TA	N	0	0	26	0	0	0	NaN	NaN	NaN	0	7	2007	WD	NoRMDal
982	2443	30	RMD	60.0	21121.841730	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	1Story	5	8	1940	1950	Gable	SS	VinylSd	VinylSd	Stone	279.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	808.0	808.0	GasA	Ex	Y	SBrkr	1072	0	0	1072	0.0	0.0	1	0	2	1	TA	5	TF	2	Gd	Detchd	1940.0	Unf	2.0	379.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	5	2007	WD	NoRMDal
983	2444	50	RMD	120.0	9658.933110	Paved	NaN	Reg	Lvl	AllPub	C	GS	OldTown	NoRMD	NoRMD	1Fam	1.5Fin	5	8	1900	2006	Gable	SS	Stucco	Stucco	None	0.0	TA	TA	BT	TA	Fa	No	BLQ	130.0	Unf	0.0	550.0	680.0	GasA	Ex	Y	SBrkr	680	494	0	1174	0.0	0.0	1	0	2	1	Gd	6	TF	1	Gd	Detchd	2000.0	Unf	2.0	576.0	TA	TA	Y	116	26	40	0	0	0	NaN	MnPrv	NaN	0	6	2007	WD	NoRMDal
984	2445	50	RMD	50.0	8479.372049	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	1.5Fin	4	6	1900	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	Fa	TA	No	LwQ	122.0	Rec	448.0	0.0	570.0	GasA	Gd	N	SBrkr	761	380	0	1141	0.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Detchd	1930.0	Unf	1.0	252.0	Fa	Fa	Y	0	0	96	0	0	0	NaN	NaN	NaN	0	5	2007	ConLw	NoRMDal
985	2446	70	RMD	57.0	11086.078600	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	Artery	NoRMD	1Fam	2Story	4	8	1900	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	PC	TA	TA	No	Unf	0.0	Unf	0.0	1075.0	1075.0	GasA	Ex	Y	SBrkr	1156	642	0	1798	0.0	0.0	2	1	4	1	TA	7	TF	0	NaN	Detchd	1935.0	Unf	2.0	342.0	TA	TA	N	0	0	160	0	0	0	NaN	MnPrv	NaN	0	5	2007	WD	NoRMDal
986	2447	70	RMD	NaN	9128.530639	Paved	Paved	IR1	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	2Story	8	9	1910	1999	Hip	SS	VinylSd	VinylSd	None	0.0	Gd	Gd	BT	TA	TA	No	Unf	0.0	Unf	0.0	725.0	725.0	GasA	Ex	N	SBrkr	909	863	0	1772	0.0	0.0	2	1	3	1	Gd	7	TF	0	NaN	Detchd	1992.0	Unf	2.0	816.0	TA	TA	Y	0	0	0	0	0	0	NaN	MnPrv	NaN	0	5	2007	WD	NoRMDal
987	2448	70	RMD	53.0	13362.964080	Paved	Paved	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	2Story	6	6	1927	1950	Gambrel	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	LwQ	196.0	Rec	210.0	322.0	728.0	GasA	TA	Y	SBrkr	914	728	0	1642	0.0	1.0	1	1	4	1	TA	9	TF	1	Gd	Detchd	1927.0	Unf	1.0	374.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	3	2007	WD	AbnoRMDl
988	2449	70	RMD	35.0	9751.399675	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	2Story	5	7	1910	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	TA	No	BLQ	168.0	Unf	0.0	448.0	616.0	GasA	Ex	Y	SBrkr	616	616	0	1232	0.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Detchd	1920.0	Unf	2.0	480.0	Fa	Fa	Y	280	0	143	0	0	0	NaN	NaN	NaN	0	6	2007	WD	NoRMDal
989	2450	50	RMD	56.0	16720.269020	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	1.5Fin	6	8	1910	1990	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	Gd	Gd	No	BLQ	259.0	Unf	0.0	667.0	926.0	GasA	TA	Y	SBrkr	991	659	0	1650	0.0	0.0	2	0	3	1	TA	6	TF	0	NaN	Detchd	1979.0	Unf	2.0	468.0	TA	TA	N	128	103	0	0	0	0	NaN	NaN	NaN	0	11	2007	WD	NoRMDal
990	2451	70	RMD	60.0	12917.973460	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	2Story	5	7	1930	2005	Gambrel	SS	VinylSd	VinylSd	None	0.0	TA	Gd	BT	TA	Fa	No	Rec	316.0	Unf	0.0	371.0	687.0	GasA	Gd	Y	SBrkr	687	671	0	1358	0.0	0.0	1	1	3	1	Gd	6	TF	1	Gd	Detchd	2004.0	Unf	1.0	336.0	TA	TA	Y	0	32	0	0	0	0	NaN	MnPrv	NaN	0	7	2007	WD	Partial
991	2452	75	RMD	75.0	12829.232190	Paved	Grvl	Reg	Lvl	AllPub	C	GS	OldTown	NoRMD	NoRMD	1Fam	2.5Unf	7	8	1879	1987	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	Gd	PC	TA	TA	No	Unf	0.0	Unf	0.0	819.0	819.0	GasA	TA	Y	FuseA	1312	1142	0	2454	0.0	0.0	2	0	3	1	TA	8	TF	1	Gd	Attchd	1950.0	Unf	2.0	576.0	TA	TA	N	0	148	150	0	0	0	NaN	MnPrv	NaN	0	2	2007	WD	NoRMDal
992	2453	20	RMD	52.0	1621.333464	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	1Story	4	6	1956	1956	Gable	SS	MetalSd	MetalSd	None	1.0	TA	TA	CB	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	Gd	Y	SBrkr	968	0	0	968	0.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Attchd	1956.0	Unf	1.0	331.0	Fa	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	5	2007	WD	NoRMDal
993	2454	80	RMD	76.0	9884.983292	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	SLvl	4	7	1949	2002	Gable	SS	Stucco	Wd Sdng	None	0.0	TA	TA	SL	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	Ex	Y	SBrkr	1382	0	0	1382	0.0	0.0	2	0	1	1	TA	6	Mod	1	TA	Attchd	1957.0	RFn	1.0	384.0	TA	TA	Y	0	40	0	0	0	0	NaN	NaN	NaN	0	5	2007	WD	NoRMDal
994	2455	40	RLD	55.0	13139.879710	Paved	NaN	Reg	Bnk	AllPub	I	MS	BrkSide	Norm	Norm	1Fam	1Story	5	7	1925	1994	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	PC	TA	TA	No	LwQ	317.0	Rec	227.0	212.0	756.0	GasA	TA	N	FuseA	916	144	0	1060	1.0	0.0	1	0	1	1	TA	6	MS	1	Gd	Detchd	1969.0	Unf	1.0	308.0	Fa	TA	Y	0	65	0	0	150	0	NaN	NaN	NaN	0	8	2007	WD	Normal
995	2456	50	RMD	55.0	14772.743330	Paved	NaN	Reg	HLS	AllPub	I	GS	BrkSide	RRNn	Artery	1Fam	1.5Fin	5	6	1950	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	Fa	TA	No	Rec	910.0	Unf	0.0	0.0	910.0	GasA	TA	Y	SBrkr	910	525	0	1435	1.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Detchd	1950.0	Unf	1.0	308.0	TA	TA	Y	0	33	0	0	0	0	NaN	NaN	NaN	0	3	2007	WD	NoRMDal
996	2457	50	RMD	50.0	8416.421174	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrkSide	NoRMD	NoRMD	1Fam	1.5Fin	5	7	1939	1998	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	CB	TA	TA	No	Rec	306.0	Unf	0.0	422.0	728.0	GasA	Ex	Y	SBrkr	728	546	0	1274	0.0	0.0	2	0	3	1	TA	6	TF	0	NaN	Detchd	1939.0	Unf	1.0	224.0	Fa	TA	Y	0	0	192	0	0	0	NaN	NaN	NaN	0	3	2007	CWD	NoRMDal
997	2458	70	RMD	50.0	10491.636740	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrkSide	NoRMD	NoRMD	1Fam	2Story	6	6	1939	1950	Gable	SS	MetalSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	Mn	Rec	276.0	Unf	0.0	324.0	600.0	GasA	Ex	Y	SBrkr	608	624	0	1232	0.0	0.0	1	1	3	1	TA	6	TF	2	TA	Attchd	1939.0	Unf	1.0	217.0	TA	TA	Y	0	0	0	0	0	0	NaN	GdWo	NaN	0	2	2007	WD	NoRMDal
998	2459	45	RMD	51.0	7461.272869	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrkSide	NoRMD	NoRMD	1Fam	1.5Unf	5	7	1939	1950	Gable	SS	AsbShng	AsbShng	None	0.0	Gd	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	884.0	884.0	GasA	Ex	Y	SBrkr	884	0	0	884	0.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Detchd	1939.0	Unf	1.0	240.0	TA	TA	Y	0	0	136	0	0	0	NaN	MnPrv	NaN	0	7	2007	WD	NoRMDal
999	2460	50	RMD	NaN	7829.572972	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrkSide	NoRMD	NoRMD	1Fam	1.5Fin	6	5	1938	1950	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	BT	TA	TA	No	LwQ	52.0	Unf	0.0	809.0	861.0	GasA	Gd	Y	SBrkr	861	548	0	1409	1.0	0.0	1	1	3	1	TA	6	TF	1	Gd	Detchd	1968.0	Unf	2.0	528.0	TA	TA	Y	225	0	84	0	0	0	NaN	NaN	NaN	0	3	2007	WD	NoRMDal
1000	2461	50	RMD	52.0	14230.096310	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrkSide	NoRMD	NoRMD	1Fam	1.5Fin	5	8	1939	1952	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	Gd	BT	TA	TA	No	Rec	48.0	Unf	0.0	624.0	672.0	GasA	Ex	Y	SBrkr	899	423	0	1322	1.0	0.0	1	0	4	1	TA	7	TF	0	NaN	Detchd	1939.0	Unf	1.0	280.0	TA	TA	Y	0	0	0	0	0	0	NaN	MnPrv	NaN	0	7	2007	WD	NoRMDal
1001	2462	50	RMD	52.0	2809.823129	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrkSide	NoRMD	NoRMD	1Fam	1.5Fin	5	7	1930	1992	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	966.0	966.0	GasA	Ex	Y	SBrkr	1014	412	0	1426	0.0	0.0	1	0	3	1	TA	6	TF	1	Gd	Detchd	1930.0	Unf	1.0	230.0	Fa	TA	Y	174	0	96	0	0	0	NaN	GdPrv	NaN	0	7	2007	WD	NoRMDal
1002	2463	50	RMD	51.0	14119.600010	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrkSide	NoRMD	NoRMD	1Fam	1.5Fin	5	6	1926	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	ALQ	351.0	Unf	0.0	405.0	756.0	GasA	Gd	Y	FuseA	903	378	0	1281	1.0	0.0	1	0	2	1	Gd	6	TF	0	NaN	Detchd	1926.0	Unf	2.0	379.0	TA	TA	Y	25	0	0	0	0	0	NaN	NaN	NaN	0	8	2007	WD	NoRMDal
1003	2464	70	RMD	47.0	21946.154220	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	2Story	6	8	1918	1995	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	Gd	CB	TA	TA	No	Unf	0.0	Unf	0.0	1100.0	1100.0	GasA	Ex	Y	FuseA	1100	1164	0	2264	0.0	0.0	2	1	4	1	TA	8	TF	0	NaN	Detchd	1950.0	Unf	1.0	408.0	TA	TA	Y	0	152	0	0	0	0	NaN	MnPrv	NaN	0	5	2007	WD	NoRMDal
1004	2465	50	RLD	60.0	7194.316862	Paved	Paved	Reg	Bnk	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	1.5Fin	6	7	1920	1950	Gable	SS	Wd Sdng	Wd Shng	None	0.0	TA	Gd	PC	TA	TA	No	Unf	0.0	Unf	0.0	768.0	768.0	GasA	Ex	Y	SBrkr	752	624	0	1376	0.0	0.0	1	0	3	1	Gd	7	TF	0	NaN	Detchd	1977.0	Unf	2.0	576.0	TA	TA	P	0	54	144	0	0	0	NaN	NaN	NaN	0	2	2007	WD	Normal
1005	2466	50	RLD	60.0	7160.095718	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrkSide	RRAn	Norm	1Fam	1.5Fin	5	5	1926	1950	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	PC	Fa	TA	No	Unf	0.0	Unf	0.0	750.0	750.0	GasA	TA	Y	SBrkr	960	356	0	1316	0.0	0.0	1	0	4	1	TA	7	TF	0	NaN	Detchd	1965.0	Unf	2.0	576.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	10	2007	ConLw	Family
1006	2467	70	RMD	NaN	18146.271900	Paved	NaN	IR1	Lvl	AllPub	C	GS	OldTown	Feedr	NoRMD	1Fam	2Story	7	6	1929	1990	Gable	SS	Wd Sdng	Wd Shng	None	0.0	TA	TA	BT	TA	TA	No	Rec	336.0	Unf	0.0	336.0	672.0	GasA	Gd	N	FuseA	672	672	0	1344	1.0	0.0	1	1	3	1	Gd	6	TF	1	Gd	Attchd	1979.0	Unf	2.0	456.0	TA	TA	Y	0	0	70	0	0	0	NaN	GdPrv	NaN	0	9	2007	WD	NoRMDal
1007	2468	45	RMD	40.0	17355.602440	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	1.5Fin	5	4	1901	1950	Gable	SS	AsbShng	AsbShng	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	592.0	592.0	GasA	TA	N	FuseA	933	240	0	1173	0.0	0.0	2	0	3	1	TA	7	TF	0	NaN	Detchd	1920.0	Unf	1.0	240.0	TA	Fa	Y	0	25	77	0	0	0	NaN	MnPrv	NaN	0	9	2007	WD	AdjLand
1008	2469	50	RMD	40.0	6540.568534	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	1.5Fin	5	3	1901	1950	Gable	SS	AsbShng	AsbShng	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	969.0	969.0	GasA	TA	N	FuseA	969	245	0	1214	0.0	0.0	1	0	2	1	TA	6	TF	0	NaN	Detchd	1920.0	Unf	1.0	216.0	TA	TA	N	0	0	77	0	0	0	NaN	MnPrv	NaN	0	9	2007	WD	AdjLand
1009	2470	80	RMD	120.0	9000.558773	Paved	NaN	Reg	Lvl	AllPub	C	GS	IDOTRR	NoRMD	NoRMD	1Fam	SLvl	6	6	1963	1963	Gable	SS	HdBoard	HdBoard	BrkFace	234.0	TA	TA	CB	TA	TA	No	BLQ	375.0	Unf	0.0	366.0	741.0	GasA	Fa	Y	SBrkr	1497	797	0	2294	0.0	0.0	3	0	5	1	TA	9	TF	1	Gd	Attchd	1963.0	Unf	2.0	658.0	TA	TA	Y	0	110	0	0	0	0	NaN	NaN	NaN	0	4	2007	WD	NoRMDal
1010	2471	60	RMD	60.0	4055.514553	Paved	Grvl	Reg	Lvl	AllPub	I	GS	IDOTRR	NoRMD	NoRMD	1Fam	2Story	7	9	1950	2005	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Ex	CB	TA	TA	No	LwQ	354.0	Rec	398.0	224.0	976.0	GasA	Ex	Y	SBrkr	976	976	0	1952	0.0	0.0	1	1	4	1	Gd	8	TF	2	TA	Detchd	1950.0	Fin	1.0	299.0	TA	TA	Y	285	0	0	0	216	0	NaN	NaN	NaN	0	4	2007	WD	NoRMDal
1011	2472	50	RMD	60.0	1100.851422	Paved	Grvl	Reg	Lvl	AllPub	I	GS	IDOTRR	NoRMD	NoRMD	1Fam	1.5Fin	6	5	1915	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	Fa	No	LwQ	375.0	Unf	0.0	763.0	1138.0	GasA	Gd	Y	SBrkr	1138	1042	0	2180	0.0	0.0	1	1	3	1	TA	7	TF	1	Gd	Detchd	2006.0	Unf	2.0	720.0	TA	TA	N	0	0	170	0	0	0	NaN	NaN	NaN	0	5	2007	WD	NoRMDal
1012	2473	190	RMD	52.0	4763.468264	Paved	Grvl	Reg	Lvl	AllPub	I	GS	IDOTRR	NoRMD	NoRMD	2fmCon	1.5Fin	4	6	1958	1958	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	Fa	TA	No	Rec	681.0	ALQ	127.0	0.0	808.0	GasA	TA	Y	SBrkr	838	477	0	1315	1.0	0.0	2	0	3	1	TA	5	TF	0	NaN	Detchd	1958.0	RFn	2.0	436.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	2	2007	COD	AbnoRMDl
1013	2474	50	RMD	60.0	15830.414620	Paved	Grvl	Reg	Lvl	AllPub	C	GS	IDOTRR	Artery	NoRMD	1Fam	1.5Fin	4	1	1910	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	Fa	Fa	CB	TA	Fa	No	Unf	0.0	Unf	0.0	771.0	771.0	GasA	Fa	Y	SBrkr	866	504	114	1484	0.0	0.0	2	0	3	1	TA	6	NaN	0	NaN	Detchd	1910.0	Unf	1.0	264.0	TA	Fa	N	14	211	0	0	84	0	NaN	NaN	NaN	0	9	2007	COD	AbnoRMDl
1014	2475	70	RLD	107.0	16463.053300	Paved	NaN	Reg	Bnk	AllPub	I	GS	Sawyer	Feedr	Norm	1Fam	2Story	7	8	1937	1980	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	Gd	CB	TA	TA	No	ALQ	288.0	Unf	0.0	717.0	1005.0	GasA	TA	Y	SBrkr	1262	1005	0	2267	1.0	0.0	1	1	3	1	TA	7	TF	2	Gd	Attchd	1937.0	Fin	2.0	498.0	TA	TA	Y	521	0	0	0	0	0	NaN	NaN	NaN	0	4	2007	WD	Normal
1015	2476	190	RLD	59.0	5627.708639	Paved	NaN	IR1	Lvl	AllPub	C	GS	SWISU	Norm	Norm	2fmCon	1.5Fin	5	6	1942	1979	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	TA	TA	No	ALQ	485.0	Unf	0.0	187.0	672.0	GasA	TA	N	SBrkr	778	504	0	1282	1.0	0.0	1	0	2	1	TA	4	TF	0	NaN	Detchd	1942.0	Unf	1.0	240.0	TA	TA	Y	0	88	0	0	0	0	NaN	MnPrv	NaN	0	7	2007	WD	Normal
1016	2477	190	RLD	75.0	3319.257327	Paved	NaN	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	2fmCon	SFoyer	5	5	1963	1963	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	Gd	TA	Av	ALQ	925.0	Unf	0.0	0.0	925.0	GasA	TA	Y	SBrkr	999	0	0	999	1.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Detchd	1963.0	Unf	1.0	308.0	TA	TA	Y	40	176	0	0	0	0	NaN	MnPrv	NaN	0	3	2007	WD	Normal
1017	2478	85	RLD	75.0	89.348308	Paved	NaN	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	SFoyer	5	5	1964	1980	Gable	SS	HdBoard	HdBoard	BrkFace	30.0	TA	TA	CB	Gd	TA	Av	BLQ	785.0	Unf	0.0	635.0	1420.0	GasA	Gd	Y	SBrkr	1452	0	0	1452	1.0	0.0	1	0	2	1	TA	6	MD2	1	TA	Detchd	1964.0	Unf	2.0	572.0	TA	TA	Y	92	0	88	0	0	0	NaN	NaN	NaN	0	11	2007	WD	Normal
1018	2479	20	RLD	62.0	10242.379720	Paved	NaN	Reg	Lvl	AllPub	I	GS	Sawyer	Feedr	Norm	1Fam	1Story	4	3	1964	1964	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	Rec	513.0	LwQ	144.0	348.0	1005.0	GasA	TA	Y	SBrkr	1005	0	0	1005	1.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Detchd	1964.0	Unf	2.0	440.0	TA	TA	N	0	0	0	0	0	0	NaN	MnPrv	NaN	0	7	2007	WD	Normal
1019	2480	80	RLD	65.0	5052.965905	Paved	NaN	IR1	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	SLvl	5	8	1964	2001	Hip	SS	HdBoard	HdBoard	BrkFace	50.0	Gd	Gd	CB	TA	TA	Gd	LwQ	68.0	BLQ	722.0	190.0	980.0	GasA	TA	Y	SBrkr	1020	0	0	1020	0.0	1.0	2	0	3	1	TA	5	TF	1	Po	Detchd	1970.0	Unf	2.0	528.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	5	2007	WD	Normal
1020	2481	20	RLD	NaN	10877.598290	Paved	NaN	IR1	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	4	1966	1966	Gable	SS	HdBoard	HdBoard	BrkFace	442.0	TA	TA	CB	TA	TA	Av	Rec	249.0	BLQ	761.0	30.0	1040.0	GasA	TA	Y	SBrkr	1040	0	0	1040	1.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Attchd	1966.0	RFn	1.0	264.0	TA	TA	Y	0	90	0	0	0	0	NaN	MnPrv	NaN	0	2	2007	WD	Normal
1021	2482	190	RLD	70.0	6823.965382	Paved	NaN	Reg	Lvl	AllPub	FR3P	GS	Sawyer	Feedr	Norm	2fmCon	1Story	5	6	1971	1990	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	Gd	TA	Av	GLQ	748.0	Unf	0.0	20.0	768.0	GasA	Gd	Y	SBrkr	868	0	0	868	1.0	0.0	1	0	2	1	TA	6	TF	0	NaN	Detchd	1989.0	Unf	2.0	576.0	TA	TA	Y	138	0	0	0	0	0	NaN	GdPrv	NaN	0	5	2007	WD	Normal
1022	2483	20	RLD	86.0	6039.686084	Paved	NaN	IR1	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	5	1968	1968	Gable	SS	HdBoard	HdBoard	BrkFace	89.0	TA	TA	CB	TA	TA	Mn	Rec	168.0	BLQ	288.0	420.0	876.0	GasA	TA	Y	SBrkr	897	0	0	897	0.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Attchd	1968.0	RFn	1.0	264.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	1	2007	WD	Normal
1023	2484	20	RLD	NaN	11948.754710	Paved	NaN	IR1	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	5	1967	1967	Gable	SS	MetalSd	MetalSd	BrkFace	323.0	TA	Gd	CB	TA	TA	No	LwQ	114.0	BLQ	529.0	300.0	943.0	GasA	TA	Y	SBrkr	943	0	0	943	1.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Detchd	1972.0	Unf	2.0	528.0	TA	TA	Y	132	0	0	0	0	0	NaN	NaN	NaN	0	6	2007	WD	Normal
1024	2485	20	RLD	NaN	9849.679488	Paved	NaN	Reg	Lvl	AllPub	C	GS	Sawyer	Feedr	Norm	1Fam	1Story	5	7	1966	1966	Gable	SS	Plywood	Plywood	None	0.0	TA	Gd	CB	TA	TA	No	Rec	216.0	ALQ	435.0	261.0	912.0	GasA	Ex	Y	SBrkr	912	0	0	912	1.0	0.0	1	0	3	1	Gd	6	TF	0	NaN	Detchd	1966.0	Unf	1.0	315.0	TA	TA	Y	204	0	0	0	0	0	NaN	MnPrv	NaN	0	7	2007	WD	Normal
1025	2486	20	RLD	81.0	7969.479415	Paved	NaN	Reg	Bnk	AllPub	I	MS	Sawyer	PosA	Norm	1Fam	1Story	5	5	1956	1998	Hip	SS	BrkFace	BrkFace	None	0.0	TA	TA	CB	TA	TA	No	Rec	386.0	ALQ	522.0	332.0	1240.0	GasA	Gd	Y	SBrkr	1375	0	0	1375	1.0	0.0	1	0	3	1	TA	6	TF	1	Gd	Attchd	1956.0	Unf	1.0	323.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	12	2007	WD	Normal
1026	2487	60	RLD	99.0	15492.799830	Paved	NaN	Reg	Lvl	AllPub	I	GS	Sawyer	Feedr	Norm	1Fam	2Story	5	4	1920	1996	Gable	SS	Wd Sdng	Wd Sdng	BrkFace	356.0	TA	Fa	CB	Gd	TA	No	BLQ	267.0	Unf	0.0	404.0	671.0	GasA	Fa	Y	SBrkr	1567	1087	0	2654	0.0	0.0	3	0	4	1	TA	11	Mod	1	Gd	Attchd	1946.0	Unf	2.0	638.0	TA	TA	Y	128	570	0	0	0	0	NaN	NaN	Shed	500	5	2007	WD	Normal
1027	2488	50	RLD	70.0	13655.836820	Paved	NaN	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1.5Fin	7	8	1940	1998	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	ALQ	258.0	Unf	0.0	422.0	680.0	GasA	Ex	Y	FuseA	798	504	0	1302	0.0	0.0	1	1	2	1	Gd	6	TF	2	Gd	Attchd	1940.0	Unf	1.0	224.0	TA	TA	Y	0	0	0	0	126	0	NaN	MnPrv	NaN	0	7	2007	WD	Normal
1028	2489	20	RLD	91.0	3646.248982	Paved	NaN	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	6	5	1954	1995	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	No	Rec	736.0	Unf	0.0	231.0	967.0	GasA	TA	Y	SBrkr	1299	0	0	1299	0.0	0.0	1	0	3	1	Gd	6	TF	1	TA	Attchd	1954.0	Unf	2.0	494.0	TA	TA	Y	81	0	280	0	0	0	NaN	NaN	NaN	0	10	2007	WD	Normal
1029	2490	20	RLD	85.0	12501.382480	Paved	NaN	Reg	Lvl	AllPub	C	GS	Sawyer	Feedr	Norm	1Fam	1Story	5	6	1958	1998	Gable	SS	Plywood	Plywood	BrkFace	340.0	TA	TA	CB	TA	TA	Mn	Rec	190.0	BLQ	873.0	95.0	1158.0	GasA	TA	Y	SBrkr	1176	0	0	1176	1.0	0.0	1	0	3	1	TA	6	TF	2	Gd	Attchd	1958.0	Unf	1.0	303.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	10	2007	NaN	Normal
1030	2491	20	RLD	NaN	7450.900046	Paved	NaN	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	4	7	1945	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	Fa	TA	SL	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	TA	N	FuseA	998	0	0	998	0.0	0.0	1	0	3	1	TA	5	MD2	0	NaN	2Types	1952.0	Unf	2.0	460.0	Fa	TA	Y	0	0	140	0	0	0	NaN	NaN	NaN	0	5	2007	WD	Normal
1031	2492	20	RLD	NaN	14159.326080	Paved	NaN	Reg	Lvl	AllPub	C	GS	ClearCr	Norm	Norm	1Fam	1Story	6	5	1984	1984	Hip	SS	Wd Sdng	Wd Sdng	BrkFace	136.0	TA	TA	PC	Gd	TA	No	BLQ	299.0	LwQ	891.0	0.0	1190.0	GasA	Ex	Y	SBrkr	1522	0	0	1522	0.0	0.0	2	0	3	1	TA	7	TF	1	TA	Attchd	1984.0	Fin	2.0	552.0	TA	TA	Y	0	77	0	0	168	0	NaN	GdPrv	NaN	0	2	2007	WD	Normal
1032	2493	20	RLD	NaN	5111.559952	Paved	NaN	IR1	Lvl	AllPub	C	GS	Edwards	Norm	Norm	1Fam	1Story	5	7	1948	2005	Hip	SS	Wd Sdng	Wd Sdng	None	0.0	TA	Gd	CB	TA	Gd	Mn	BLQ	300.0	Unf	0.0	109.0	409.0	GasA	Ex	Y	SBrkr	1325	0	0	1325	0.0	0.0	2	0	3	1	Gd	6	TF	1	TA	Detchd	1996.0	Unf	2.0	576.0	TA	TA	Y	0	42	0	0	0	0	NaN	NaN	NaN	0	7	2007	WD	Normal
1033	2494	20	RLD	NaN	9587.815247	Paved	NaN	IR1	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	5	5	1953	1953	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Rec	587.0	Unf	0.0	486.0	1073.0	GasA	TA	Y	SBrkr	1630	0	0	1630	0.0	0.0	2	0	3	1	TA	6	Mod	1	TA	Detchd	1953.0	Unf	2.0	649.0	TA	TA	P	0	64	0	0	0	0	NaN	NaN	NaN	0	3	2007	COD	Normal
1034	2495	20	RLD	84.0	8375.530041	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Feedr	Norm	1Fam	1Story	4	5	1946	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	484.0	484.0	GasA	TA	N	SBrkr	1242	0	0	1242	0.0	0.0	1	0	2	1	TA	4	Mod	0	NaN	Attchd	1946.0	Unf	1.0	336.0	TA	TA	N	0	0	0	0	0	0	NaN	NaN	NaN	0	7	2007	WD	Normal
1035	2496	20	RLD	102.0	10791.303040	Paved	NaN	IR1	Lvl	AllPub	C	GS	ClearCr	Norm	Norm	1Fam	1Story	6	7	1954	1994	Hip	SS	MetalSd	MetalSd	Stone	300.0	TA	Gd	CB	Gd	Fa	No	LwQ	353.0	Unf	0.0	935.0	1288.0	GasA	Ex	Y	SBrkr	2422	0	0	2422	0.0	0.0	3	0	4	1	Gd	6	MD2	2	Gd	Attchd	1954.0	Fin	2.0	527.0	TA	TA	Y	0	63	0	0	144	0	NaN	NaN	NaN	0	7	2007	WD	Normal
1036	2497	50	RLD	70.0	16596.265040	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1.5Fin	6	6	1954	1954	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	BLQ	491.0	Unf	0.0	497.0	988.0	GasA	Ex	Y	SBrkr	988	638	0	1626	0.0	0.0	1	1	3	1	Gd	6	TF	0	NaN	Attchd	1954.0	Unf	1.0	332.0	TA	TA	Y	366	0	0	0	0	0	NaN	NaN	NaN	0	5	2007	WD	Normal
1037	2498	20	RLD	60.0	9610.651000	Paved	NaN	Reg	HLS	AllPub	I	GS	SWISU	Norm	Norm	1Fam	1Story	5	5	1958	1958	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Rec	453.0	Unf	0.0	411.0	864.0	GasA	TA	Y	SBrkr	864	0	0	864	0.0	1.0	1	0	3	1	TA	6	TF	0	NaN	Attchd	1958.0	Unf	1.0	399.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	5	2007	WD	Normal
1038	2499	30	RLD	NaN	7459.641451	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	Edwards	Norm	Norm	1Fam	1Story	4	5	1958	1994	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	SL	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	TA	N	SBrkr	943	0	0	943	0.0	0.0	1	0	3	1	Gd	5	MD2	0	NaN	Detchd	1958.0	Unf	1.0	308.0	TA	TA	N	0	0	60	0	0	0	NaN	NaN	NaN	0	8	2007	WD	Normal
1039	2500	120	RLD	39.0	9158.447627	Paved	NaN	Reg	Lvl	AllPub	I	MS	Edwards	Norm	Norm	TwnhsE	1Story	5	6	1984	1984	Gable	SS	Wd Sdng	Wd Sdng	BrkFace	149.0	Gd	Ex	CB	TA	TA	No	LwQ	283.0	GLQ	755.0	0.0	1038.0	GasA	Gd	Y	SBrkr	1038	0	0	1038	0.0	0.0	2	0	2	1	TA	5	TF	0	NaN	Attchd	1984.0	RFn	1.0	264.0	TA	TA	Y	0	105	0	0	0	0	NaN	NaN	NaN	0	7	2007	WD	Normal
1040	2501	20	RLD	58.0	5997.934400	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	5	6	1951	1951	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	Fa	TA	No	ALQ	557.0	Unf	0.0	785.0	1342.0	GasA	Ex	Y	SBrkr	1342	0	0	1342	1.0	0.0	1	0	4	1	TA	7	TF	0	NaN	Detchd	1951.0	Unf	1.0	256.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	4	2007	WD	Normal
1041	2502	50	RLD	60.0	19632.424080	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1.5Fin	5	6	1951	1994	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	PC	TA	TA	Mn	LwQ	1080.0	Unf	0.0	0.0	1080.0	GasA	TA	N	SBrkr	1080	400	0	1480	1.0	0.0	1	0	4	1	TA	7	TF	1	Gd	Attchd	1951.0	Unf	1.0	253.0	TA	TA	Y	0	0	68	0	0	0	NaN	NaN	NaN	0	7	2007	WD	Normal
1042	2503	50	RLD	50.0	10568.379820	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1.5Fin	4	5	1920	1950	Gambrel	SS	MetalSd	MetalSd	None	0.0	Fa	Fa	BT	TA	Fa	No	Unf	0.0	Unf	0.0	951.0	951.0	GasW	Fa	N	SBrkr	986	376	0	1362	0.0	0.0	2	0	4	1	TA	7	TF	0	NaN	Detchd	1920.0	Unf	1.0	280.0	Fa	TA	P	0	0	0	0	0	0	NaN	MnPrv	NaN	0	3	2007	WD	Normal
1043	2504	50	RLD	104.0	9986.412039	Paved	NaN	Reg	Lvl	AllPub	I	GS	SawyerW	Feedr	Norm	1Fam	1.5Fin	6	5	1984	1984	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	1105.0	1105.0	GasA	Ex	Y	SBrkr	1105	717	0	1822	0.0	0.0	2	0	4	1	Gd	7	MD2	1	Po	Attchd	1984.0	Unf	2.0	515.0	TA	TA	P	0	195	1012	0	0	444	NaN	NaN	NaN	0	4	2007	WD	Normal
1044	2505	60	RLD	75.0	10067.421400	Paved	NaN	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	2Story	7	5	1994	2001	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	Gd	PC	Gd	Gd	No	GLQ	497.0	Unf	0.0	282.0	779.0	GasA	Ex	Y	SBrkr	1029	929	0	1958	1.0	0.0	2	1	3	1	Gd	7	TF	1	TA	Attchd	1994.0	RFn	2.0	499.0	TA	TA	Y	202	93	0	0	0	0	NaN	NaN	NaN	0	7	2007	CWD	Normal
1045	2506	20	RLD	71.0	-3257.685433	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	8	5	2007	2007	Gable	SS	VinylSd	VinylSd	Stone	306.0	Gd	TA	PC	Gd	TA	Av	Unf	0.0	Unf	0.0	1643.0	1643.0	GasA	Ex	Y	SBrkr	1651	0	0	1651	0.0	0.0	2	0	3	1	Gd	7	TF	1	Gd	Attchd	2007.0	Fin	3.0	870.0	TA	TA	Y	204	64	0	0	0	0	NaN	NaN	NaN	0	9	2007	New	Partial
1046	2507	20	RLD	93.0	4433.553611	Paved	NaN	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	8	5	2006	2007	Hip	SS	CemntBd	CmentBd	None	0.0	Gd	TA	PC	Gd	TA	Av	Unf	0.0	Unf	0.0	2140.0	2140.0	GasA	Ex	Y	SBrkr	2140	0	0	2140	0.0	0.0	2	1	3	1	Gd	8	TF	0	NaN	Attchd	2006.0	Fin	3.0	894.0	TA	TA	Y	136	32	0	0	0	0	NaN	NaN	NaN	0	6	2007	New	Partial
1047	2508	20	RLD	66.0	11772.181810	Paved	NaN	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	8	5	2007	2007	Gable	SS	VinylSd	VinylSd	Stone	306.0	Gd	TA	PC	Gd	TA	Av	Unf	0.0	Unf	0.0	1643.0	1643.0	GasA	Ex	Y	SBrkr	1651	0	0	1651	0.0	0.0	2	0	3	1	Gd	7	TF	1	Gd	Attchd	2007.0	RFn	3.0	870.0	TA	TA	Y	192	64	0	0	0	0	NaN	NaN	NaN	0	9	2007	New	Partial
1048	2509	20	RLD	75.0	-981.366279	Paved	NaN	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2005	2006	Gable	SS	VinylSd	VinylSd	BrkFace	204.0	Gd	TA	PC	Gd	TA	Mn	GLQ	20.0	Unf	0.0	1526.0	1546.0	GasA	Ex	Y	SBrkr	1546	0	0	1546	0.0	0.0	2	0	3	1	Gd	7	TF	0	NaN	Attchd	2005.0	RFn	3.0	796.0	TA	TA	Y	144	42	0	0	0	0	NaN	NaN	NaN	0	6	2007	WD	Normal
1049	2510	20	RLD	73.0	6561.515108	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	8	5	2006	2006	Gable	SS	VinylSd	VinylSd	BrkFace	132.0	Gd	TA	PC	Gd	TA	No	GLQ	36.0	Unf	0.0	1453.0	1489.0	GasA	Ex	Y	SBrkr	1500	0	0	1500	0.0	0.0	2	0	3	1	Gd	7	TF	1	Gd	Attchd	2005.0	RFn	2.0	674.0	TA	TA	Y	144	38	0	0	0	0	NaN	NaN	NaN	0	6	2007	WD	Normal
1050	2511	20	RLD	64.0	15467.875520	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2005	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1270.0	1270.0	GasA	Ex	Y	SBrkr	1270	0	0	1270	0.0	0.0	2	0	2	1	Gd	6	TF	0	NaN	Attchd	2005.0	RFn	2.0	524.0	TA	TA	Y	0	96	0	0	0	0	NaN	NaN	NaN	0	7	2007	WD	Normal
1051	2512	60	RLD	78.0	14403.015710	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2005	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Gd	Unf	0.0	Unf	0.0	879.0	879.0	GasA	Ex	Y	SBrkr	879	916	0	1795	0.0	0.0	2	1	3	1	Gd	7	TF	0	NaN	Attchd	2005.0	RFn	2.0	578.0	TA	TA	Y	164	111	0	0	0	0	NaN	NaN	NaN	0	10	2007	WD	Normal
1052	2513	60	RLD	NaN	10242.625330	Paved	NaN	IR1	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	2Story	7	5	1988	1988	Gable	SS	HdBoard	HdBoard	BrkFace	360.0	Gd	TA	PC	Gd	TA	No	GLQ	608.0	LwQ	321.0	0.0	929.0	GasA	Ex	Y	SBrkr	946	927	0	1873	1.0	0.0	2	1	3	1	Gd	7	TF	1	TA	Attchd	1988.0	RFn	2.0	619.0	TA	TA	Y	108	48	0	0	144	0	NaN	GdPrv	NaN	0	5	2007	WD	Normal
1053	2514	20	RLD	155.0	14823.229390	Paved	NaN	IR1	Low	AllPub	I	SS	ClearCr	Norm	Norm	1Fam	1Story	8	6	1976	1976	Shed	WSh	Wd Sdng	Wd Sdng	None	0.0	Gd	TA	CB	Gd	Gd	Gd	LwQ	51.0	GLQ	915.0	0.0	966.0	GasA	Ex	Y	SBrkr	1743	0	0	1743	2.0	0.0	0	1	0	1	Gd	5	TF	2	Fa	Attchd	1976.0	Fin	2.0	529.0	TA	TA	Y	646	0	0	0	0	0	NaN	NaN	NaN	0	5	2007	WD	Normal
1054	2515	20	RLD	NaN	9941.378094	Paved	NaN	IR2	Lvl	AllPub	CulDSac	GS	CollgCr	Norm	Norm	1Fam	1Story	5	5	1994	1994	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	ALQ	550.0	Unf	0.0	472.0	1022.0	GasA	Gd	Y	SBrkr	1022	0	0	1022	0.0	1.0	1	0	3	1	TA	6	TF	0	NaN	Detchd	1995.0	Unf	2.0	747.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	8	2007	WD	Normal
1055	2516	60	RLD	57.0	17422.526780	Paved	NaN	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	6	6	1997	2006	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	PC	Gd	TA	No	GLQ	539.0	Unf	0.0	96.0	635.0	GasA	Ex	Y	SBrkr	646	662	0	1308	1.0	0.0	2	1	3	1	Gd	6	TF	0	NaN	Attchd	1997.0	RFn	2.0	497.0	TA	TA	Y	142	54	0	0	0	0	NaN	NaN	NaN	0	5	2007	WD	Normal
1056	2517	20	RLD	60.0	8855.053280	Paved	NaN	IR2	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	5	7	1994	1994	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	PC	Gd	Gd	No	GLQ	420.0	Unf	0.0	570.0	990.0	GasA	Ex	Y	SBrkr	990	0	0	990	1.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Detchd	1995.0	Unf	1.0	384.0	TA	TA	Y	256	0	0	0	0	0	NaN	NaN	NaN	0	7	2007	WD	Normal
1057	2518	20	RLD	70.0	13437.073620	Paved	NaN	IR2	Low	AllPub	I	MS	CollgCr	Norm	Norm	1Fam	1Story	5	5	1996	1996	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	ALQ	549.0	Unf	0.0	548.0	1097.0	GasA	Ex	Y	SBrkr	1097	0	0	1097	1.0	0.0	1	1	3	1	TA	6	TF	0	NaN	Attchd	1996.0	Unf	1.0	242.0	TA	TA	Y	306	0	0	0	0	0	NaN	GdPrv	NaN	0	7	2007	WD	Normal
1058	2519	60	RLD	47.0	3638.114090	Paved	NaN	IR2	Lvl	AllPub	CulDSac	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	1999	1999	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Gd	GLQ	342.0	Unf	0.0	646.0	988.0	GasA	Ex	Y	SBrkr	988	885	0	1873	0.0	0.0	2	1	3	1	Gd	7	TF	1	TA	Attchd	1999.0	RFn	2.0	597.0	TA	TA	Y	202	123	0	0	0	0	NaN	NaN	NaN	0	3	2007	WD	Normal
1059	2520	60	RLD	43.0	7968.797524	Paved	NaN	IR2	Lvl	AllPub	CulDSac	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	1998	1999	Gable	SS	VinylSd	VinylSd	BrkFace	290.0	Gd	TA	PC	Gd	TA	No	GLQ	638.0	Unf	0.0	215.0	853.0	GasA	Ex	Y	SBrkr	853	900	0	1753	1.0	0.0	2	1	3	1	TA	7	TF	1	Fa	Attchd	1998.0	RFn	2.0	534.0	TA	TA	Y	0	74	0	0	0	0	NaN	NaN	NaN	0	3	2007	WD	Normal
1060	2521	60	RLD	68.0	628.525889	Paved	NaN	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2001	2001	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	845.0	845.0	GasA	Ex	Y	SBrkr	845	845	0	1690	0.0	0.0	2	1	3	1	Gd	7	TF	0	NaN	Attchd	2001.0	RFn	2.0	517.0	TA	TA	Y	0	103	0	0	0	0	NaN	NaN	NaN	0	2	2007	WD	Normal
1061	2522	60	RLD	NaN	19663.816480	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2000	2000	Gable	SS	VinylSd	VinylSd	BrkFace	144.0	Gd	TA	PC	Gd	TA	No	GLQ	841.0	Unf	0.0	144.0	985.0	GasA	Ex	Y	SBrkr	985	857	0	1842	1.0	0.0	2	1	3	1	Gd	7	TF	1	TA	Attchd	2000.0	Fin	2.0	486.0	TA	TA	Y	193	96	0	0	0	0	NaN	NaN	NaN	0	7	2007	WD	Normal
1062	2523	20	RLD	97.0	12993.014610	Paved	NaN	IR1	Bnk	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	5	5	1974	1974	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	Gd	TA	Av	BLQ	663.0	Unf	0.0	201.0	864.0	GasA	TA	Y	SBrkr	894	0	0	894	0.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Attchd	1974.0	Unf	2.0	440.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	8	2007	WD	Family
1063	2524	80	RLD	59.0	13998.497800	Paved	NaN	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	SLvl	5	5	1976	1976	Gable	SS	VinylSd	VinylSd	BrkFace	113.0	TA	Gd	CB	Gd	TA	Av	GLQ	502.0	Unf	0.0	513.0	1015.0	GasA	TA	Y	SBrkr	1025	0	0	1025	0.0	0.0	2	0	3	1	TA	6	TF	1	Fa	Detchd	1979.0	Unf	2.0	370.0	TA	TA	Y	127	0	0	0	0	0	NaN	NaN	NaN	0	7	2007	WD	Normal
1064	2525	80	RLD	72.0	8709.076335	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	SLvl	5	7	1977	1977	Gable	SS	Plywood	VinylSd	BrkFace	51.0	TA	TA	CB	TA	NaN	Av	ALQ	755.0	Unf	0.0	240.0	995.0	GasA	TA	Y	SBrkr	1009	0	0	1009	0.0	0.0	2	0	3	1	TA	6	TF	1	Fa	Detchd	1977.0	Unf	2.0	576.0	TA	TA	Y	0	0	0	0	0	0	NaN	MnPrv	NaN	0	6	2007	WD	Normal
1065	2526	20	RLD	45.0	11857.711650	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	CollgCr	Norm	Norm	1Fam	1Story	5	5	1977	1977	Gable	SS	CemntBd	CmentBd	None	0.0	TA	TA	CB	Gd	TA	Av	ALQ	539.0	Unf	0.0	501.0	1040.0	GasA	TA	Y	SBrkr	1040	0	0	1040	0.0	0.0	1	1	3	1	TA	5	TF	0	NaN	Detchd	1977.0	Unf	2.0	748.0	TA	TA	Y	0	0	0	0	0	0	NaN	MnPrv	NaN	0	1	2007	WD	Normal
1066	2527	20	RLD	39.0	3792.015753	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	CollgCr	Norm	Norm	1Fam	1Story	5	4	1977	1977	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	Gd	TA	Av	Rec	60.0	BLQ	417.0	399.0	876.0	GasA	TA	Y	SBrkr	907	0	0	907	1.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Attchd	1977.0	RFn	1.0	308.0	TA	TA	Y	0	0	0	0	0	0	NaN	MnPrv	NaN	0	1	2007	WD	Normal
1067	2528	20	RLD	75.0	10641.983070	Paved	NaN	Reg	Lvl	AllPub	C	GS	CollgCr	Norm	Norm	1Fam	1Story	5	6	1975	1975	Hip	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	BLQ	330.0	Rec	432.0	102.0	864.0	GasA	TA	Y	SBrkr	879	0	0	879	0.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Attchd	1975.0	Unf	2.0	440.0	TA	TA	Y	0	80	0	0	0	0	NaN	NaN	NaN	0	9	2007	Con	Normal
1068	2529	20	RLD	60.0	15161.577510	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	5	5	1972	2000	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	No	ALQ	671.0	Unf	0.0	193.0	864.0	GasA	Gd	Y	SBrkr	864	0	0	864	1.0	0.0	1	0	3	1	Ex	5	TF	0	NaN	Detchd	1977.0	Fin	2.0	576.0	Gd	Ex	Y	155	0	0	0	0	0	NaN	NaN	NaN	0	9	2007	WD	Normal
1069	2530	20	RLD	60.0	5387.315032	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	4	8	1972	2006	Gable	SS	Plywood	Plywood	None	0.0	TA	Gd	CB	TA	TA	No	Rec	385.0	Unf	0.0	0.0	385.0	GasA	Gd	Y	SBrkr	875	0	0	875	0.0	0.0	1	0	3	1	Gd	5	TF	0	NaN	Detchd	1975.0	Unf	2.0	728.0	TA	TA	Y	352	0	0	0	0	0	NaN	NaN	NaN	0	10	2007	WD	Normal
1070	2531	20	RLD	NaN	9908.010452	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2000	2000	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	TA	TA	Gd	GLQ	1412.0	Unf	0.0	261.0	1673.0	GasA	Ex	Y	SBrkr	1673	0	0	1673	1.0	0.0	2	0	3	1	Gd	7	TF	1	TA	Attchd	2000.0	RFn	2.0	583.0	TA	TA	Y	306	113	0	0	116	0	NaN	NaN	NaN	0	1	2007	WD	Normal
1071	2532	60	RLD	70.0	7689.951259	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2003	2003	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	654.0	Unf	0.0	325.0	979.0	GasA	Ex	Y	SBrkr	992	940	0	1932	1.0	0.0	2	1	3	1	Gd	7	TF	1	Gd	Attchd	2003.0	RFn	2.0	610.0	TA	TA	Y	0	120	0	0	0	0	NaN	NaN	NaN	0	6	2007	WD	Normal
1072	2533	60	RLD	65.0	10547.637310	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2002	2002	Gable	SS	VinylSd	VinylSd	BrkFace	214.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	860.0	860.0	GasA	Ex	Y	SBrkr	860	869	0	1729	0.0	0.0	2	1	3	1	Gd	7	TF	0	NaN	Attchd	2002.0	Fin	2.0	542.0	TA	TA	Y	386	63	0	0	0	0	NaN	NaN	NaN	0	8	2007	WD	Normal
1073	2534	20	RLD	73.0	6254.961923	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	8	5	1994	1995	Hip	SS	HdBoard	HdBoard	BrkFace	519.0	Gd	TA	PC	Gd	TA	Gd	BLQ	408.0	GLQ	465.0	683.0	1556.0	GasA	Ex	Y	SBrkr	1592	0	0	1592	0.0	0.0	2	0	3	1	Gd	7	TF	1	TA	Attchd	1994.0	Fin	2.0	484.0	TA	TA	Y	120	35	0	0	0	0	NaN	NaN	NaN	0	6	2007	WD	Normal
1074	2535	60	RLD	NaN	12708.835400	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	8	5	2001	2001	Gable	SS	VinylSd	VinylSd	BrkFace	256.0	Gd	TA	PC	Gd	TA	Mn	GLQ	1198.0	Unf	0.0	333.0	1531.0	GasA	Ex	Y	SBrkr	1531	908	0	2439	1.0	0.0	2	1	4	1	Gd	7	TF	1	TA	Attchd	2001.0	Fin	2.0	560.0	TA	TA	Y	184	121	0	0	0	0	NaN	NaN	NaN	0	1	2007	WD	Normal
1075	2536	60	RLD	NaN	6653.686635	Paved	NaN	IR3	Lvl	AllPub	C	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	1996	2002	Gable	SS	VinylSd	VinylSd	BrkFace	254.0	Gd	TA	PC	Gd	TA	Mn	GLQ	762.0	Unf	0.0	98.0	860.0	GasA	Ex	Y	SBrkr	1212	780	0	1992	1.0	0.0	2	1	3	1	Gd	7	MD2	2	TA	Attchd	1996.0	RFn	2.0	608.0	TA	TA	Y	225	32	0	0	0	0	NaN	NaN	NaN	0	6	2007	WD	Normal
1076	2537	20	RLD	73.0	5608.336006	Paved	NaN	IR2	Lvl	AllPub	CulDSac	MS	CollgCr	Norm	Norm	1Fam	1Story	8	5	1999	2000	Gable	SS	VinylSd	VinylSd	BrkFace	158.0	Gd	TA	PC	Gd	TA	Gd	GLQ	915.0	Unf	0.0	426.0	1341.0	GasA	Ex	Y	SBrkr	1341	0	0	1341	1.0	0.0	1	1	1	1	Gd	5	TF	1	TA	Attchd	1999.0	RFn	2.0	482.0	TA	TA	Y	240	84	0	0	0	0	NaN	NaN	NaN	0	1	2007	WD	Normal
1077	2538	60	RLD	70.0	5498.117000	Paved	NaN	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2007	2007	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	738.0	738.0	GasA	Ex	Y	SBrkr	738	738	0	1476	0.0	0.0	2	1	3	1	Gd	7	TF	0	NaN	Attchd	2007.0	RFn	2.0	552.0	TA	TA	Y	0	35	0	0	0	0	NaN	NaN	NaN	0	6	2007	New	Partial
1078	2539	20	RLD	65.0	2619.366672	Paved	NaN	Reg	Lvl	AllPub	FR2P	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2005	2005	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	GLQ	709.0	Unf	0.0	460.0	1169.0	GasA	Ex	Y	SBrkr	1190	0	0	1190	1.0	0.0	2	0	2	1	Gd	5	TF	0	NaN	Attchd	2005.0	RFn	2.0	578.0	TA	TA	Y	100	41	0	0	0	0	NaN	NaN	NaN	0	10	2007	WD	Normal
1079	2540	20	RLD	64.0	4659.183951	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	6	5	2006	2007	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1330.0	1330.0	GasA	Ex	Y	SBrkr	1330	0	0	1330	0.0	0.0	2	0	3	1	Gd	6	TF	1	Gd	Attchd	2006.0	Fin	2.0	437.0	TA	TA	Y	0	23	0	0	0	0	NaN	NaN	NaN	0	7	2007	New	Partial
1080	2541	60	RLD	64.0	4916.655798	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2006	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	738.0	738.0	GasA	Gd	Y	SBrkr	738	753	0	1491	0.0	0.0	2	1	3	1	Gd	7	TF	1	Gd	Attchd	2006.0	RFn	2.0	484.0	TA	TA	Y	100	30	0	0	0	0	NaN	NaN	NaN	0	5	2007	WD	Normal
1081	2542	60	RLD	64.0	6370.926910	Paved	NaN	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	5	5	2005	2005	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Mn	Unf	0.0	Unf	0.0	768.0	768.0	GasA	Ex	Y	SBrkr	768	768	0	1536	0.0	0.0	2	1	3	1	Gd	6	TF	0	NaN	Attchd	2005.0	Fin	2.0	400.0	TA	TA	Y	0	40	0	0	0	0	NaN	NaN	NaN	0	6	2007	WD	Normal
1082	2543	85	RLD	75.0	3382.399830	Paved	NaN	Reg	Low	AllPub	I	GS	Edwards	Norm	Norm	1Fam	SFoyer	5	5	1967	1967	Gable	SS	HdBoard	HdBoard	BrkFace	162.0	TA	TA	CB	Gd	TA	Gd	ALQ	936.0	Unf	0.0	0.0	936.0	GasA	Gd	Y	SBrkr	936	0	0	936	1.0	0.0	1	0	2	1	TA	4	TF	1	Fa	Attchd	1967.0	Unf	1.0	384.0	TA	TA	Y	405	0	0	0	0	0	NaN	NaN	Shed	450	8	2007	WD	Abnorml
1083	2544	20	RLD	67.0	6072.005901	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	4	6	1963	1963	Gable	SS	VinylSd	VinylSd	Stone	20.0	TA	Gd	CB	TA	TA	No	BLQ	132.0	LwQ	841.0	115.0	1088.0	GasA	TA	Y	SBrkr	1088	0	0	1088	0.0	0.0	1	0	2	1	TA	4	TF	0	NaN	Detchd	2002.0	Unf	2.0	520.0	TA	TA	P	0	0	0	0	0	0	NaN	NaN	NaN	0	6	2007	COD	Normal
1084	2545	50	RLD	74.0	16170.296570	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1.5Fin	5	6	1925	1950	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	CB	TA	TA	No	ALQ	130.0	BLQ	105.0	666.0	901.0	GasA	TA	Y	SBrkr	901	450	0	1351	1.0	0.0	1	0	3	1	TA	7	TF	1	Gd	Detchd	1975.0	Unf	2.0	576.0	TA	TA	N	0	0	43	0	100	0	NaN	NaN	NaN	0	7	2007	WD	Normal
1085	2546	20	RLD	80.0	-283.913652	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	6	6	1960	1960	Hip	SS	HdBoard	HdBoard	Stone	198.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	1179.0	1179.0	GasA	Gd	Y	SBrkr	1179	0	0	1179	0.0	0.0	1	0	2	1	TA	5	MD2	0	NaN	Attchd	1960.0	Fin	2.0	622.0	TA	TA	P	0	0	0	0	0	0	NaN	GdPrv	NaN	0	6	2007	WD	Normal
1086	2547	80	RLD	65.0	10047.411850	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	SLvl	6	6	1976	1976	Gable	SS	HdBoard	Plywood	None	0.0	TA	Fa	CB	TA	TA	Av	GLQ	504.0	Unf	0.0	456.0	960.0	GasA	TA	Y	SBrkr	1044	0	0	1044	1.0	0.0	1	0	3	1	TA	7	TF	1	Fa	Detchd	1976.0	Unf	2.0	528.0	TA	Fa	Y	228	0	0	0	0	0	NaN	NaN	NaN	0	4	2007	WD	Normal
1087	2548	90	RLD	NaN	11872.865030	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	Edwards	Norm	Norm	Duplex	2Story	5	6	1979	1979	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	SL	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	TA	Y	SBrkr	1100	1133	0	2233	0.0	0.0	2	1	5	2	TA	11	TF	0	NaN	Attchd	1979.0	Fin	2.0	579.0	TA	Gd	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	2	2007	WD	Normal
1088	2549	60	RLD	60.0	3251.426058	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	2Story	5	5	2005	2006	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	Gd	No	GLQ	611.0	Unf	0.0	123.0	734.0	GasA	Gd	Y	SBrkr	734	674	0	1408	1.0	0.0	2	1	3	1	TA	6	TF	0	NaN	BuiltIn	2005.0	Fin	2.0	489.0	TA	TA	Y	0	85	0	0	0	0	NaN	NaN	NaN	0	5	2007	WD	Normal
1089	2550	20	RLD	128.0	16681.198610	Paved	NaN	IR1	Bnk	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	10	5	2008	2009	Hip	SS	CemntBd	CmentBd	Stone	1224.0	Ex	TA	PC	Ex	TA	Gd	GLQ	4010.0	Unf	0.0	1085.0	5095.0	GasA	Ex	Y	SBrkr	5095	0	0	5095	1.0	1.0	2	1	2	1	Ex	15	TF	2	Gd	Attchd	2008.0	Fin	3.0	1154.0	TA	TA	Y	546	484	0	0	0	0	NaN	NaN	NaN	17000	10	2007	New	Partial
1090	2551	180	RMD	35.0	2823.702596	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	NoRMD	NoRMD	TwnhsE	SFoyer	6	5	2005	2005	Gable	SS	VinylSd	VinylSd	Stone	76.0	TA	TA	PC	Gd	TA	Gd	GLQ	467.0	Unf	0.0	80.0	547.0	GasA	Ex	Y	SBrkr	1072	0	0	1072	1.0	0.0	1	0	2	1	Gd	5	TF	0	NaN	Basment	2005.0	Fin	2.0	525.0	TA	TA	Y	0	44	0	0	0	0	NaN	NaN	NaN	0	5	2007	WD	NoRMDal
1091	2552	20	RLD	64.0	6245.091407	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	5	7	1959	2000	Gable	SS	WdShing	Wd Shng	None	0.0	TA	TA	CB	TA	TA	Av	Rec	77.0	ALQ	831.0	52.0	960.0	GasA	Ex	Y	SBrkr	960	0	0	960	1.0	0.0	1	0	2	1	Fa	4	TF	0	NaN	Detchd	1959.0	Unf	1.0	392.0	TA	TA	Y	144	0	35	0	0	0	NaN	NaN	NaN	0	12	2007	WD	Normal
1092	2553	90	RLD	74.0	3300.258017	Paved	NaN	Reg	Lvl	AllPub	C	GS	Edwards	Norm	Norm	Duplex	1Story	4	3	1955	1955	Gable	SS	AsbShng	Plywood	BrkCmn	128.0	TA	TA	PC	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	TA	N	SBrkr	1152	0	0	1152	0.0	0.0	2	0	2	2	Fa	6	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	0	0	0	0	0	0	NaN	NaN	NaN	0	9	2007	WD	Normal
1093	2554	90	RLD	52.0	6065.860165	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	Duplex	1Story	5	6	1946	1950	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	1195.0	1195.0	GasA	TA	N	SBrkr	1195	0	0	1195	0.0	0.0	2	0	4	2	TA	8	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	118	0	0	0	0	0	NaN	GdWo	NaN	0	7	2007	WD	Abnorml
1094	2555	40	RLD	62.0	18381.138400	Paved	NaN	Reg	Bnk	AllPub	C	GS	Edwards	Norm	Norm	1Fam	1.5Fin	6	8	1920	1995	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	LwQ	144.0	ALQ	278.0	238.0	660.0	GasA	TA	Y	SBrkr	740	125	0	865	1.0	0.0	1	0	2	1	TA	4	TF	1	Gd	Detchd	1920.0	Unf	1.0	216.0	TA	TA	Y	0	0	84	0	0	0	NaN	NaN	NaN	0	8	2007	WD	Normal
1095	2556	20	RLD	60.0	7778.037256	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	4	5	1955	1955	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	BLQ	544.0	Unf	0.0	224.0	768.0	GasA	TA	Y	SBrkr	768	0	0	768	0.0	0.0	1	0	2	1	TA	4	TF	1	Fa	Detchd	1959.0	Unf	1.0	355.0	TA	TA	Y	0	0	196	0	0	0	NaN	MnPrv	NaN	0	7	2007	WD	Normal
1096	2557	20	RLD	60.0	17847.682890	Paved	NaN	Reg	HLS	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	4	5	1955	1955	Gable	SS	WdShing	Plywood	None	0.0	TA	TA	CB	TA	TA	No	ALQ	682.0	Unf	0.0	182.0	864.0	GasA	TA	Y	SBrkr	864	0	0	864	1.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Detchd	1996.0	Unf	2.0	528.0	TA	TA	N	196	0	0	0	0	0	NaN	NaN	NaN	0	10	2007	COD	Family
1097	2558	90	RLD	60.0	4831.005344	Paved	NaN	Reg	Lvl	AllPub	I	GS	SWISU	Norm	Norm	Duplex	2Story	5	6	1923	1950	Hip	SS	Wd Sdng	Plywood	None	0.0	TA	TA	PC	TA	TA	Mn	Rec	371.0	Unf	0.0	925.0	1296.0	Grav	Fa	N	FuseA	1296	1296	0	2592	2.0	0.0	2	0	6	2	TA	12	MD2	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	Y	0	742	240	0	0	0	NaN	NaN	Shed	1512	1	2007	WD	AdjLand
1098	2559	30	RLD	54.0	5067.139147	Paved	NaN	Reg	Lvl	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	1Story	5	5	1926	1950	Hip	SS	Stucco	Plywood	None	0.0	TA	TA	PC	TA	TA	Mn	BLQ	319.0	Unf	0.0	971.0	1290.0	GasA	TA	Y	SBrkr	1422	0	0	1422	0.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Detchd	1973.0	Unf	1.0	352.0	TA	TA	Y	0	0	64	0	0	0	NaN	MnPrv	NaN	0	4	2007	WD	Normal
1099	2560	50	RLD	51.0	5465.801357	Paved	NaN	Reg	HLS	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	1.5Fin	6	7	1921	2005	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	BLQ	113.0	Unf	0.0	538.0	651.0	GasA	Gd	Y	SBrkr	759	539	0	1298	0.0	0.0	2	0	2	1	TA	8	TF	1	Gd	Detchd	1994.0	Unf	1.0	240.0	TA	TA	P	216	0	168	0	0	0	NaN	NaN	NaN	0	8	2007	WD	Normal
1100	2561	70	RLD	63.0	6677.647243	Paved	NaN	Reg	Lvl	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	2Story	7	8	1930	1995	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	Gd	TA	No	GLQ	246.0	Unf	0.0	285.0	531.0	GasA	TA	Y	SBrkr	567	531	0	1098	1.0	0.0	1	0	2	1	TA	5	TF	1	Gd	Detchd	1930.0	Unf	1.0	216.0	TA	TA	Y	0	0	0	0	0	0	NaN	MnPrv	NaN	0	6	2007	WD	Normal
1101	2562	70	RLD	53.0	8352.097331	Paved	NaN	Reg	Lvl	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	2Story	6	7	1921	1950	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	585.0	585.0	GasA	TA	N	SBrkr	851	585	0	1436	0.0	0.0	1	0	3	1	TA	7	TF	1	Gd	Detchd	1992.0	Unf	1.0	228.0	TA	TA	Y	184	0	0	0	0	0	NaN	NaN	NaN	0	4	2007	CWD	Normal
1102	2563	70	RLD	53.0	12571.338180	Paved	NaN	Reg	Lvl	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	2Story	6	8	1926	1991	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	686.0	686.0	GasA	TA	Y	SBrkr	686	775	0	1461	0.0	0.0	1	0	3	1	TA	6	TF	1	Gd	Detchd	1926.0	Unf	1.0	225.0	TA	TA	N	0	0	116	0	0	0	NaN	MnPrv	NaN	0	7	2007	WD	Normal
1103	2564	70	RLD	60.0	9288.766769	Paved	NaN	Reg	Lvl	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	2.5Unf	7	7	1927	1992	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	851.0	851.0	GasA	Gd	Y	SBrkr	867	851	0	1718	0.0	0.0	2	1	4	1	Gd	8	TF	1	TA	Detchd	1927.0	Unf	2.0	264.0	TA	TA	Y	291	0	60	0	153	0	NaN	GdPrv	NaN	0	10	2007	WD	Normal
1104	2565	20	RLD	126.0	1708.813901	Paved	NaN	IR2	HLS	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	1Story	5	5	1951	1951	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	Fa	Y	SBrkr	1226	0	0	1226	0.0	0.0	1	1	2	1	TA	7	MD1	1	Gd	Attchd	1951.0	Fin	2.0	400.0	TA	TA	Y	174	24	120	0	228	0	NaN	NaN	NaN	0	6	2007	WD	Normal
1105	2566	50	RLD	110.0	18589.165500	Paved	NaN	IR1	HLS	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	1.5Fin	4	6	1930	2003	Gable	SS	AsbShng	CmentBd	None	0.0	TA	Gd	BT	TA	Gd	No	GLQ	189.0	Unf	0.0	741.0	930.0	GasA	Ex	Y	SBrkr	1230	525	0	1755	0.0	0.0	2	0	4	1	Gd	7	TF	1	TA	Detchd	1930.0	Unf	1.0	231.0	Fa	TA	Y	0	40	0	0	0	0	NaN	NaN	NaN	0	11	2007	WD	Normal
1106	2567	190	RLD	79.0	4936.159167	Paved	NaN	IR1	Lvl	AllPub	I	GS	Crawfor	Norm	Norm	2fmCon	1.5Fin	5	5	1941	1950	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	Fa	No	LwQ	533.0	Unf	0.0	195.0	728.0	GasA	Ex	Y	SBrkr	760	595	0	1355	0.0	0.0	2	0	3	1	TA	5	TF	0	NaN	Detchd	1966.0	Unf	2.0	528.0	TA	TA	Y	0	0	0	0	144	0	NaN	MnPrv	NaN	0	10	2007	WD	Normal
1107	2568	20	RLD	NaN	5289.348693	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	Crawfor	Norm	Norm	1Fam	1Story	6	4	1960	1960	Gable	SS	Wd Sdng	MetalSd	BrkFace	423.0	TA	Fa	CB	TA	Gd	Mn	LwQ	540.0	Rec	1020.0	0.0	1560.0	GasA	TA	Y	SBrkr	1560	0	0	1560	0.0	0.0	1	1	3	1	TA	6	TF	3	TA	Attchd	1960.0	RFn	2.0	580.0	TA	TA	Y	0	75	584	0	0	0	NaN	NaN	NaN	0	5	2007	WD	Normal
1108	2569	20	RLD	NaN	11882.969080	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	Crawfor	Norm	Norm	1Fam	1Story	6	6	1968	1968	Hip	SS	HdBoard	BrkFace	None	0.0	TA	TA	PC	Gd	TA	No	BLQ	813.0	Unf	0.0	675.0	1488.0	GasA	Ex	Y	SBrkr	1488	0	0	1488	0.0	1.0	2	0	3	1	TA	7	TF	2	Gd	Attchd	1968.0	RFn	2.0	552.0	TA	TA	Y	0	0	216	0	0	0	NaN	NaN	NaN	0	9	2007	CWD	Normal
1109	2570	160	RMD	24.0	17327.533680	Paved	NaN	Reg	Lvl	AllPub	I	GS	Blueste	NoRMD	NoRMD	Twnhs	2Story	6	6	1980	1980	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	CB	Gd	TA	No	GLQ	330.0	Unf	0.0	186.0	516.0	GasA	Gd	Y	SBrkr	529	516	0	1045	0.0	0.0	1	0	2	1	TA	5	TF	1	TA	Detchd	1980.0	Unf	2.0	462.0	TA	TA	Y	180	0	0	0	0	0	NaN	MnPrv	NaN	0	12	2007	WD	NoRMDal
1110	2571	20	RLD	NaN	6140.801620	Paved	NaN	IR2	Lvl	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	1Story	4	5	1995	1996	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1680.0	1680.0	GasA	Gd	Y	SBrkr	1680	0	0	1680	0.0	0.0	2	0	4	1	Gd	7	TF	0	NaN	Attchd	1996.0	Unf	2.0	628.0	TA	TA	Y	152	0	0	0	0	0	NaN	NaN	NaN	0	6	2007	WD	Normal
1111	2572	120	RMD	35.0	14061.642540	Paved	NaN	IR1	Bnk	AllPub	I	MS	Blueste	NoRMD	NoRMD	TwnhsE	1Story	8	5	1988	1988	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	Gd	TA	Gd	GLQ	577.0	Unf	0.0	427.0	1004.0	GasA	Gd	Y	SBrkr	1020	0	0	1020	1.0	0.0	1	0	1	1	TA	4	TF	0	NaN	Attchd	1988.0	Unf	2.0	509.0	TA	TA	Y	135	0	0	0	0	0	NaN	NaN	NaN	0	3	2007	WD	NoRMDal
1112	2573	20	RLD	NaN	11789.205330	Paved	NaN	IR1	Bnk	AllPub	C	GS	Crawfor	Norm	Norm	1Fam	1Story	7	5	1971	1971	Gable	SS	Plywood	Plywood	BrkFace	652.0	TA	TA	CB	Gd	TA	No	Rec	434.0	Unf	0.0	1262.0	1696.0	GasA	Ex	Y	SBrkr	1696	0	0	1696	0.0	0.0	2	0	3	1	TA	7	TF	2	TA	Attchd	1971.0	Fin	2.0	625.0	TA	TA	Y	0	146	0	0	0	0	NaN	GdWo	NaN	0	2	2007	WD	Normal
1113	2574	20	RLD	70.0	9634.794594	Paved	NaN	IR1	HLS	AllPub	CulDSac	GS	Crawfor	Norm	Norm	1Fam	1Story	8	5	1986	1986	Gable	SS	WdShing	Plywood	None	0.0	Gd	TA	CB	Gd	TA	No	Unf	0.0	Unf	0.0	279.0	279.0	GasA	Gd	Y	SBrkr	2726	0	0	2726	0.0	0.0	2	1	2	1	Gd	6	TF	1	Gd	Attchd	1986.0	Fin	2.0	691.0	Gd	Gd	Y	216	64	169	0	0	228	Ex	NaN	NaN	0	8	2007	WD	Normal
1114	2575	50	RMD	50.0	9748.360555	Paved	NaN	Reg	Lvl	AllPub	C	GS	IDOTRR	NoRMD	NoRMD	1Fam	1.5Fin	6	7	1940	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	ALQ	375.0	Unf	0.0	345.0	720.0	GasA	Gd	Y	FuseA	720	495	0	1215	0.0	0.0	1	0	3	1	Gd	6	TF	0	NaN	Detchd	1965.0	Fin	2.0	720.0	TA	TA	Y	0	0	30	0	0	0	NaN	MnPrv	NaN	0	5	2007	WD	NoRMDal
1115	2576	50	RMD	50.0	6937.262823	Paved	NaN	Reg	Lvl	AllPub	I	GS	IDOTRR	Artery	NoRMD	1Fam	1.5Fin	5	7	1925	2003	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	Gd	BT	TA	Po	No	Unf	0.0	Unf	0.0	936.0	936.0	GasA	Ex	Y	SBrkr	936	665	0	1601	0.0	0.0	2	0	3	1	TA	6	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	0	0	0	176	0	0	NaN	NaN	NaN	0	9	2007	WD	NoRMDal
1116	2577	70	RMD	50.0	4083.127272	Paved	NaN	Reg	Lvl	AllPub	I	GS	IDOTRR	NoRMD	NoRMD	1Fam	2Story	5	6	1923	1999	Gable	SS	Wd Sdng	Plywood	None	0.0	TA	TA	BT	Gd	TA	No	ALQ	548.0	Unf	0.0	311.0	859.0	GasA	Ex	Y	SBrkr	942	886	0	1828	0.0	0.0	2	0	3	1	Gd	6	TF	0	NaN	Detchd	NaN	NaN	NaN	NaN	NaN	NaN	Y	174	0	212	0	0	0	NaN	MnPrv	NaN	0	3	2007	WD	Alloca
1117	2578	30	RMD	46.0	16470.911420	Paved	NaN	Reg	Lvl	AllPub	I	GS	IDOTRR	Artery	NoRMD	1Fam	1Story	5	7	1922	1950	Gable	SS	Stucco	Stucco	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	816.0	816.0	GasA	Ex	Y	SBrkr	816	0	0	816	0.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Detchd	1922.0	Unf	1.0	100.0	Fa	Fa	N	0	0	96	0	0	0	NaN	NaN	NaN	0	9	2007	WD	NoRMDal
1118	2579	50	RMD	64.0	17470.253910	Paved	NaN	Reg	Lvl	AllPub	C	GS	IDOTRR	NoRMD	NoRMD	1Fam	1.5Fin	2	4	1939	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	Ex	Y	SBrkr	640	0	205	845	0.0	0.0	1	0	1	1	TA	4	MajD2	0	NaN	Detchd	1950.0	Unf	1.0	256.0	TA	Fa	N	48	0	0	0	0	0	NaN	NaN	NaN	0	3	2007	WD	NoRMDal
1119	2580	190	Commer	75.0	9723.159216	Paved	NaN	Reg	Lvl	AllPub	I	GS	IDOTRR	Feedr	Norm	2fmCon	2Story	5	6	1895	2006	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	CB	TA	TA	No	Unf	0.0	Unf	0.0	957.0	957.0	GasA	Fa	N	SBrkr	1034	957	0	1991	0.0	0.0	2	0	4	2	TA	9	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	0	0	133	0	0	0	NaN	NaN	NaN	0	6	2007	WD	Normal
1120	2581	20	Commer	65.0	10032.354320	Paved	NaN	Reg	Lvl	AllPub	C	GS	IDOTRR	Norm	Norm	1Fam	1Story	4	6	1957	1980	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	GLQ	967.0	Unf	0.0	106.0	1073.0	GasA	Gd	Y	FuseA	1073	0	0	1073	1.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Detchd	1985.0	Unf	2.0	720.0	TA	TA	Y	0	444	0	0	0	0	NaN	NaN	NaN	0	8	2007	WD	Abnorml
1121	2582	30	Commer	60.0	126.250280	Paved	NaN	Reg	Lvl	AllPub	I	GS	IDOTRR	Norm	Norm	1Fam	1Story	5	9	1930	2007	Hip	SS	MetalSd	MetalSd	None	0.0	Gd	TA	BT	TA	TA	No	ALQ	737.0	Unf	0.0	100.0	837.0	GasA	Ex	Y	SBrkr	1001	0	0	1001	0.0	0.0	1	0	2	1	Gd	5	TF	0	NaN	Detchd	1930.0	Unf	1.0	216.0	TA	Po	N	154	0	42	86	0	0	NaN	NaN	NaN	0	11	2007	WD	Normal
1122	2583	120	RMD	59.0	9475.367764	Paved	NaN	IR1	HLS	AllPub	I	MS	Crawfor	NoRMD	NoRMD	TwnhsE	1Story	8	5	2006	2007	Hip	SS	CemntBd	CmentBd	Stone	473.0	Gd	TA	PC	Gd	TA	Gd	GLQ	1573.0	Unf	0.0	0.0	1573.0	GasA	Gd	Y	SBrkr	1625	0	0	1625	1.0	1.0	2	0	2	1	Gd	5	TF	1	Gd	Attchd	2006.0	Fin	2.0	495.0	TA	TA	Y	123	0	0	0	153	0	NaN	NaN	NaN	0	10	2007	New	Partial
1123	2584	85	RLD	NaN	7037.524614	Paved	NaN	IR1	Bnk	AllPub	CulDSac	GS	Mitchel	Norm	Norm	1Fam	SFoyer	6	6	1979	1979	Gable	SS	HdBoard	Wd Shng	None	0.0	TA	TA	CB	Gd	TA	Av	GLQ	1001.0	Unf	0.0	0.0	1001.0	GasA	TA	Y	SBrkr	1299	0	0	1299	1.0	0.0	2	0	2	1	Gd	5	TF	1	Po	BuiltIn	1979.0	RFn	2.0	486.0	TA	TA	Y	84	0	222	0	0	0	NaN	MnPrv	NaN	0	1	2007	WD	Normal
1124	2585	20	RLD	80.0	9365.580308	Paved	NaN	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	1Story	5	5	2002	2002	Gable	SS	VinylSd	VinylSd	BrkFace	166.0	Gd	TA	PC	Gd	TA	No	GLQ	585.0	Unf	0.0	856.0	1441.0	GasA	Ex	Y	SBrkr	1392	0	0	1392	0.0	0.0	2	0	3	1	Gd	6	TF	1	Gd	Attchd	2002.0	Fin	3.0	650.0	TA	TA	Y	168	49	0	0	0	0	NaN	NaN	NaN	0	12	2007	WD	Normal
1125	2586	20	RLD	44.0	7388.970453	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	Mitchel	Norm	Norm	1Fam	1Story	7	5	2002	2002	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	1392.0	Unf	0.0	17.0	1409.0	GasA	Ex	Y	SBrkr	1409	0	0	1409	1.0	0.0	1	1	1	1	Gd	4	TF	1	Gd	Attchd	2002.0	RFn	2.0	576.0	TA	TA	Y	0	144	0	0	145	0	NaN	NaN	NaN	0	7	2007	WD	Normal
1126	2587	20	RLD	NaN	4327.086375	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	Mitchel	Norm	Norm	1Fam	1Story	7	5	1991	1992	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	PC	Gd	TA	No	GLQ	1239.0	Unf	0.0	215.0	1454.0	GasA	TA	Y	SBrkr	1478	0	0	1478	1.0	0.0	2	0	3	1	TA	6	TF	1	TA	Attchd	1991.0	Unf	2.0	506.0	TA	TA	Y	114	22	0	0	0	0	NaN	NaN	NaN	0	5	2007	WD	Normal
1127	2588	80	RLD	NaN	8197.605119	Paved	NaN	IR1	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	SLvl	7	6	1975	1975	Gable	SS	Plywood	Plywood	Stone	50.0	TA	TA	CB	TA	TA	Av	Rec	224.0	GLQ	530.0	98.0	852.0	GasA	TA	Y	SBrkr	918	0	0	918	0.0	1.0	1	0	3	0	TA	4	TF	0	NaN	Attchd	1975.0	Unf	1.0	360.0	TA	TA	Y	192	84	0	0	0	0	NaN	NaN	NaN	0	3	2007	WD	Normal
1128	2589	85	RLD	82.0	2942.306175	Paved	NaN	IR1	Lvl	AllPub	C	GS	Mitchel	Norm	Norm	1Fam	SFoyer	6	6	1974	1974	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	Gd	TA	Av	ALQ	924.0	Unf	0.0	46.0	970.0	GasA	TA	Y	SBrkr	1026	0	0	1026	1.0	0.0	1	0	2	1	TA	5	TF	1	Po	Attchd	1974.0	Unf	2.0	528.0	TA	TA	Y	193	0	0	0	0	0	NaN	NaN	NaN	0	4	2007	WD	Normal
1129	2590	120	RLD	46.0	7169.906975	Paved	NaN	IR1	Lvl	AllPub	I	GS	Timber	Norm	Norm	TwnhsE	1Story	7	6	1987	1987	Gable	SS	VinylSd	VinylSd	BrkFace	352.0	Gd	TA	BT	Gd	TA	Av	GLQ	949.0	Unf	0.0	552.0	1501.0	GasA	Ex	Y	SBrkr	1501	0	0	1501	1.0	0.0	2	0	2	1	Gd	5	TF	2	TA	Attchd	1987.0	Fin	2.0	512.0	TA	TA	Y	240	0	0	0	0	0	NaN	NaN	NaN	0	10	2007	WD	Normal
1130	2591	20	RLD	149.0	7551.515191	Paved	NaN	Reg	Lvl	AllPub	I	GS	Timber	Norm	Norm	1Fam	1Story	6	8	1958	1995	Hip	SS	HdBoard	HdBoard	BrkFace	1224.0	TA	Gd	CB	TA	TA	No	Unf	0.0	Unf	0.0	585.0	585.0	GasA	Gd	Y	SBrkr	2279	0	0	2279	0.0	0.0	2	1	4	1	Gd	7	TF	1	Gd	Attchd	1958.0	RFn	2.0	461.0	TA	TA	Y	274	0	0	0	138	0	NaN	GdPrv	NaN	0	7	2007	WD	Normal
1131	2592	20	RLD	67.0	11352.118380	Paved	NaN	IR1	HLS	AllPub	I	GS	Timber	Norm	Norm	1Fam	1Story	7	5	2006	2007	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1689.0	1689.0	GasA	Ex	Y	SBrkr	1689	0	0	1689	0.0	0.0	2	0	3	1	Gd	7	TF	0	NaN	Attchd	2007.0	Fin	2.0	433.0	TA	TA	Y	100	39	0	0	0	0	NaN	NaN	NaN	0	4	2007	New	Partial
1132	2593	20	RLD	68.0	4630.636155	Paved	NaN	IR1	HLS	AllPub	I	GS	Timber	Norm	Norm	1Fam	1Story	8	5	2006	2007	Hip	SS	VinylSd	VinylSd	NaN	NaN	Gd	TA	PC	Gd	TA	Av	GLQ	583.0	Unf	0.0	963.0	1546.0	GasA	Ex	Y	SBrkr	1564	0	0	1564	0.0	0.0	2	0	2	1	Ex	6	TF	1	Gd	Attchd	2207.0	RFn	2.0	502.0	TA	TA	Y	132	0	0	0	0	0	NaN	NaN	NaN	0	9	2007	New	Partial
1133	2594	20	RLD	42.0	209.948094	Paved	NaN	Reg	Lvl	AllPub	CulDSac	GS	Timber	Norm	Norm	1Fam	1Story	7	7	1985	1985	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	Gd	TA	No	ALQ	215.0	BLQ	80.0	970.0	1265.0	GasA	Gd	Y	SBrkr	1240	0	0	1240	0.0	1.0	2	0	3	1	Gd	6	TF	0	NaN	Attchd	1985.0	Unf	2.0	528.0	TA	TA	Y	232	0	0	0	0	0	NaN	NaN	NaN	0	7	2007	WD	Normal
1134	2595	20	RLD	NaN	3538.448570	Paved	NaN	IR1	Lvl	AllPub	I	GS	Timber	Norm	Norm	1Fam	1Story	8	5	2001	2001	Gable	SS	VinylSd	VinylSd	BrkFace	86.0	Gd	TA	PC	Ex	TA	Mn	GLQ	250.0	Unf	0.0	1017.0	1267.0	GasA	Ex	Y	SBrkr	1312	0	0	1312	0.0	0.0	2	0	2	1	Gd	5	TF	0	NaN	Attchd	2001.0	Unf	2.0	471.0	TA	TA	Y	256	28	0	0	0	0	NaN	NaN	NaN	0	1	2007	WD	Normal
1135	2596	20	RLD	80.0	12716.026270	Paved	NaN	Reg	Lvl	AllPub	I	GS	Timber	Norm	Norm	1Fam	1Story	8	5	2002	2002	Hip	SS	VinylSd	VinylSd	BrkFace	886.0	Gd	TA	PC	Gd	TA	Av	GLQ	1329.0	Unf	0.0	593.0	1922.0	GasA	Ex	Y	SBrkr	1922	0	0	1922	1.0	0.0	2	0	2	1	Gd	6	TF	1	Ex	Attchd	2002.0	Fin	3.0	692.0	TA	TA	Y	201	64	0	0	0	0	NaN	NaN	NaN	0	4	2007	WD	Normal
1136	2597	20	RLD	NaN	13921.540220	Paved	NaN	IR1	Lvl	AllPub	I	GS	Timber	Norm	Norm	1Fam	1Story	6	5	1996	1996	Gable	SS	VinylSd	VinylSd	BrkFace	203.0	Gd	TA	PC	Ex	TA	No	Unf	0.0	Unf	0.0	1491.0	1491.0	GasA	Ex	Y	SBrkr	1491	0	0	1491	0.0	0.0	2	0	3	1	TA	7	TF	1	TA	Attchd	1996.0	Fin	2.0	571.0	TA	TA	Y	0	35	0	0	0	0	NaN	NaN	NaN	0	11	2007	WD	Normal
1137	2598	60	RLD	NaN	4920.527706	Paved	NaN	IR1	Lvl	AllPub	I	GS	Timber	Norm	Norm	1Fam	2Story	7	5	2003	2004	Gable	SS	VinylSd	VinylSd	BrkFace	94.0	Gd	TA	PC	Gd	TA	Gd	GLQ	766.0	Unf	0.0	356.0	1122.0	GasA	Ex	Y	SBrkr	1146	1340	0	2486	1.0	0.0	3	1	5	1	Gd	10	TF	1	Gd	BuiltIn	2003.0	Fin	2.0	452.0	TA	TA	Y	143	32	0	0	0	0	NaN	NaN	NaN	0	7	2007	WD	Normal
1138	2599	20	RLD	85.0	13195.983380	Paved	NaN	IR1	HLS	AllPub	I	GS	Timber	PosA	PosA	1Fam	1Story	10	5	2006	2007	Hip	SS	MetalSd	MetalSd	BrkFace	242.0	Ex	TA	PC	Ex	TA	Gd	Unf	0.0	Unf	0.0	1824.0	1824.0	GasA	Ex	Y	SBrkr	1824	0	0	1824	0.0	0.0	2	0	3	1	Ex	8	TF	1	Gd	Attchd	2006.0	Fin	3.0	932.0	TA	TA	Y	160	36	0	0	108	0	NaN	NaN	NaN	0	9	2007	New	Partial
1139	2600	20	RLD	200.0	11069.933240	Paved	NaN	Reg	Lvl	AllPub	I	GS	Mitchel	Artery	Norm	1Fam	1Story	3	5	1953	1953	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	Ex	Y	SBrkr	2034	0	0	2034	0.0	0.0	1	0	2	1	TA	9	MD1	0	NaN	2Types	1953.0	RFn	4.0	1041.0	TA	TA	N	483	266	0	0	0	561	NaN	GdPrv	NaN	0	6	2007	WD	Normal
1140	2601	120	RMD	62.0	1343.815225	Paved	NaN	IR1	Lvl	AllPub	FR3P	GS	Mitchel	NoRMD	NoRMD	TwnhsE	SFoyer	6	5	1996	1997	Gable	SS	VinylSd	VinylSd	BrkFace	134.0	TA	TA	PC	Ex	TA	Av	Rec	16.0	GLQ	904.0	0.0	920.0	GasA	Ex	Y	SBrkr	936	0	0	936	2.0	0.0	0	1	0	1	TA	3	TF	0	NaN	Attchd	1996.0	Fin	2.0	460.0	TA	TA	Y	0	40	0	0	0	0	NaN	NaN	NaN	0	6	2007	WD	NoRMDal
1141	2602	160	RMD	21.0	10164.775340	Paved	NaN	Reg	Lvl	AllPub	I	GS	MeadowV	NoRMD	NoRMD	Twnhs	2Story	4	4	1972	1972	Gable	SS	CemntBd	CmentBd	None	0.0	TA	TA	CB	TA	TA	No	BLQ	252.0	Unf	0.0	294.0	546.0	GasA	TA	Y	SBrkr	546	546	0	1092	0.0	0.0	1	1	3	1	TA	5	TF	0	NaN	Attchd	1972.0	Unf	1.0	253.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	5	2007	WD	NoRMDal
1142	2603	180	RMD	NaN	7602.421511	Paved	NaN	Reg	Lvl	AllPub	I	GS	MeadowV	NoRMD	NoRMD	Twnhs	SLvl	4	5	1970	1970	Gable	SS	CemntBd	CmentBd	None	0.0	TA	TA	CB	Gd	TA	Av	GLQ	503.0	Unf	0.0	27.0	530.0	GasA	TA	Y	SBrkr	530	462	0	992	1.0	0.0	1	0	2	1	TA	4	TF	0	NaN	BuiltIn	1970.0	Fin	1.0	297.0	TA	TA	Y	112	97	0	0	0	0	NaN	NaN	NaN	0	7	2007	WD	NoRMDal
1143	2604	160	RMD	21.0	8067.611278	Paved	NaN	Reg	Lvl	AllPub	I	GS	MeadowV	NoRMD	NoRMD	TwnhsE	2Story	4	6	1970	1970	Gable	SS	CemntBd	CmentBd	BrkFace	189.0	TA	TA	CB	TA	TA	No	ALQ	384.0	Unf	0.0	162.0	546.0	GasA	Ex	Y	SBrkr	546	546	0	1092	0.0	0.0	1	1	3	1	TA	5	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	Y	0	64	0	0	0	0	NaN	NaN	NaN	0	5	2007	WD	NoRMDal
1144	2605	160	RMD	21.0	14403.558590	Paved	NaN	Reg	Lvl	AllPub	I	GS	MeadowV	NoRMD	NoRMD	Twnhs	2Story	4	3	1976	1976	Gable	SS	CemntBd	CmentBd	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	546.0	546.0	GasA	Ex	Y	SBrkr	546	546	0	1092	0.0	0.0	1	1	3	1	TA	6	TF	0	NaN	Attchd	1976.0	Unf	1.0	286.0	TA	TA	Y	0	0	0	0	0	0	NaN	GdWo	NaN	0	4	2007	COD	NoRMDal
1145	2606	85	RLD	72.0	15827.697600	Paved	NaN	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	SFoyer	5	5	1977	1977	Gable	SS	Plywood	Plywood	BrkFace	144.0	TA	TA	PC	Gd	TA	Av	GLQ	923.0	Unf	0.0	0.0	923.0	GasA	TA	Y	SBrkr	1008	0	0	1008	1.0	0.0	1	0	1	1	Gd	4	TF	1	Fa	Attchd	1977.0	Fin	2.0	678.0	TA	TA	Y	201	66	0	0	0	0	NaN	MnPrv	NaN	0	7	2007	WD	Normal
1146	2607	80	RLD	NaN	9015.780245	Paved	NaN	IR1	Low	AllPub	C	MS	Mitchel	Norm	Norm	1Fam	SLvl	6	6	1977	1977	Gable	SS	HdBoard	Plywood	None	0.0	TA	TA	PC	Gd	TA	Gd	GLQ	1148.0	Unf	0.0	96.0	1244.0	GasA	TA	Y	SBrkr	1356	0	0	1356	2.0	0.0	2	0	3	1	TA	6	TF	1	TA	Attchd	1977.0	Fin	2.0	528.0	TA	TA	Y	1424	0	0	0	0	0	NaN	MnPrv	NaN	0	9	2007	WD	Normal
1147	2608	20	RLD	61.0	16798.967830	Paved	NaN	IR1	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	1Story	5	6	1977	1994	Gable	SS	Plywood	Plywood	None	0.0	TA	Fa	PC	TA	TA	Mn	ALQ	1112.0	Unf	0.0	48.0	1160.0	GasA	TA	Y	SBrkr	1676	0	0	1676	1.0	0.0	1	1	3	1	Gd	6	Mod	2	TA	Attchd	1977.0	RFn	2.0	672.0	TA	TA	P	690	90	0	0	0	0	NaN	GdPrv	NaN	0	5	2007	WD	Normal
1148	2609	60	RLD	68.0	12472.583180	Paved	NaN	IR1	Lvl	AllPub	C	GS	Mitchel	Norm	Norm	1Fam	2Story	5	7	1977	1977	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	PC	Gd	TA	No	Rec	531.0	Unf	0.0	185.0	716.0	GasA	Ex	Y	SBrkr	716	716	0	1432	1.0	0.0	1	1	3	1	TA	6	TF	1	Gd	Attchd	1977.0	Fin	2.0	531.0	TA	TA	Y	0	136	0	0	240	0	NaN	GdPrv	NaN	0	6	2007	WD	Normal
1149	2610	85	RLD	50.0	7182.334180	Paved	NaN	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	SFoyer	5	7	1971	1971	Gable	SS	Wd Sdng	HdBoard	None	0.0	TA	TA	CB	Gd	TA	Av	GLQ	796.0	Unf	0.0	0.0	796.0	GasA	TA	Y	SBrkr	796	0	0	796	0.0	1.0	1	0	2	1	TA	5	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	Y	129	0	0	0	0	0	NaN	GdWo	NaN	0	9	2007	WD	Normal
1150	2611	20	RLD	124.0	14060.672730	Paved	NaN	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	1Story	4	3	1961	1961	Shed	SS	Plywood	Plywood	NaN	198.0	TA	TA	CB	TA	TA	No	BLQ	811.0	Unf	0.0	585.0	1396.0	GasA	TA	N	SBrkr	1608	0	0	1608	0.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Attchd	1961.0	Unf	1.0	444.0	TA	Fa	Y	152	38	0	0	0	0	NaN	NaN	NaN	0	11	2007	COD	Abnorml
1151	2612	20	RLD	NaN	10314.924140	Paved	NaN	IR2	Lvl	AllPub	C	GS	Mitchel	Norm	Norm	1Fam	1Story	5	6	1976	2003	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	PC	Gd	TA	No	LwQ	1090.0	Unf	0.0	0.0	1090.0	GasA	TA	Y	SBrkr	1178	0	0	1178	1.0	0.0	1	1	3	1	TA	6	TF	0	NaN	Attchd	1976.0	Unf	2.0	502.0	TA	TA	Y	0	44	0	0	88	0	NaN	MnPrv	NaN	0	6	2007	WD	Normal
1152	2613	20	RLD	65.0	11425.580090	Paved	NaN	IR1	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	1Story	5	7	1983	1983	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	Gd	TA	No	ALQ	596.0	Unf	0.0	220.0	816.0	GasA	TA	Y	SBrkr	816	0	0	816	1.0	0.0	1	0	2	1	TA	4	TF	0	NaN	Attchd	1983.0	Fin	1.0	264.0	TA	TA	Y	330	0	0	0	0	0	NaN	MnPrv	NaN	0	5	2007	WD	Normal
1153	2614	20	RLD	62.0	9784.907361	Paved	NaN	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	1Story	5	6	1984	1984	Gable	SS	Plywood	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	ALQ	516.0	Unf	0.0	348.0	864.0	GasA	TA	Y	SBrkr	887	0	0	887	0.0	1.0	1	0	3	1	TA	5	TF	0	NaN	Attchd	1984.0	RFn	1.0	288.0	TA	TA	Y	140	0	0	0	0	0	NaN	NaN	NaN	0	12	2007	WD	Normal
1154	2615	20	RLD	NaN	18869.374020	Paved	NaN	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	5	1954	1954	Hip	SS	Wd Sdng	Wd Sdng	Stone	28.0	TA	TA	CB	TA	TA	No	BLQ	468.0	Rec	539.0	171.0	1178.0	GasA	Gd	Y	SBrkr	1293	0	0	1293	1.0	0.0	2	0	2	1	TA	5	TF	0	NaN	Attchd	1954.0	RFn	2.0	452.0	TA	TA	Y	280	0	0	0	0	0	NaN	NaN	NaN	0	5	2006	WD	Normal
1155	2616	20	RLD	85.0	3022.051209	Paved	NaN	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	6	1956	1956	Hip	SS	VinylSd	VinylSd	BrkFace	244.0	TA	Gd	CB	TA	TA	No	Rec	773.0	Unf	0.0	235.0	1008.0	GasA	TA	Y	SBrkr	1024	0	0	1024	1.0	0.0	1	0	2	1	Gd	5	TF	2	TA	Attchd	1956.0	Unf	1.0	313.0	TA	TA	Y	0	0	0	0	280	0	NaN	NaN	NaN	0	8	2006	WD	Normal
1156	2617	20	RLD	NaN	12010.404470	Paved	NaN	IR1	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1957	1957	Gable	SS	Wd Sdng	Wd Sdng	Stone	302.0	TA	TA	CB	TA	TA	Mn	Rec	1127.0	Unf	0.0	490.0	1617.0	GasA	Fa	Y	SBrkr	1797	0	0	1797	0.0	0.0	1	1	3	1	TA	7	TF	1	TA	Attchd	1957.0	Unf	3.0	963.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	6	2006	WD	Normal
1157	2618	20	RLD	NaN	13094.879630	Paved	NaN	IR1	Low	AllPub	CulDSac	SS	NAmes	Norm	Norm	1Fam	1Story	6	6	1957	1957	Gable	SS	Wd Sdng	Wd Sdng	Stone	902.0	TA	TA	CB	Gd	TA	Gd	ALQ	1110.0	Unf	0.0	595.0	1705.0	GasA	Ex	Y	SBrkr	1390	0	0	1390	1.0	0.0	1	1	1	1	Ex	4	MD1	2	Gd	Attchd	1957.0	Unf	2.0	550.0	TA	TA	Y	0	189	0	0	0	0	NaN	NaN	NaN	0	10	2006	WD	Abnorml
1158	2619	20	RLD	90.0	4072.102271	Paved	NaN	Reg	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	7	6	1969	1969	Gable	SS	HdBoard	HdBoard	BrkFace	434.0	TA	Gd	CB	TA	TA	Mn	Unf	0.0	Unf	0.0	1851.0	1851.0	GasA	Gd	Y	SBrkr	1851	0	0	1851	0.0	0.0	2	0	3	1	TA	8	TF	1	TA	Attchd	1969.0	Fin	2.0	506.0	TA	TA	Y	0	146	0	0	0	0	NaN	NaN	NaN	0	3	2006	WD	Normal
1159	2620	60	RLD	60.0	11174.593730	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	1997	1998	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	TA	TA	No	GLQ	700.0	Unf	0.0	113.0	813.0	GasA	Ex	Y	SBrkr	813	712	0	1525	1.0	0.0	2	1	3	1	TA	6	TF	1	TA	Attchd	1997.0	Fin	2.0	400.0	TA	TA	Y	421	72	0	0	0	0	NaN	NaN	NaN	0	5	2006	WD	Normal
1160	2621	60	RLD	NaN	4118.227658	Paved	NaN	IR2	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	1995	1995	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	781.0	781.0	GasA	Gd	Y	SBrkr	781	890	0	1671	0.0	0.0	2	1	3	1	TA	7	TF	1	TA	Attchd	1995.0	Fin	2.0	423.0	TA	TA	Y	0	84	0	0	0	0	NaN	NaN	NaN	0	2	2006	WD	Normal
1161	2622	60	RLD	54.0	5640.579265	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	1996	1996	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	821.0	821.0	GasA	Gd	Y	SBrkr	821	955	0	1776	0.0	0.0	2	1	3	1	TA	7	TF	1	TA	BuiltIn	1996.0	Fin	2.0	443.0	TA	TA	Y	286	116	0	0	0	0	NaN	NaN	NaN	0	5	2006	WD	Normal
1162	2623	60	RLD	50.0	9694.440681	Paved	NaN	IR1	HLS	AllPub	CulDSac	GS	Gilbert	Norm	Norm	1Fam	2Story	8	5	2005	2005	Gable	SS	VinylSd	VinylSd	BrkFace	216.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1074.0	1074.0	GasA	Ex	Y	SBrkr	1074	990	0	2064	0.0	0.0	2	1	4	1	Gd	7	TF	1	Gd	Attchd	2005.0	Fin	2.0	527.0	TA	TA	Y	0	119	0	0	0	0	NaN	NaN	NaN	0	1	2006	WD	Normal
1163	2624	60	RLD	42.0	6712.983852	Paved	NaN	IR1	HLS	AllPub	CulDSac	GS	Gilbert	Norm	Norm	1Fam	2Story	7	5	2005	2006	Gable	SS	VinylSd	VinylSd	BrkFace	248.0	Gd	TA	PC	Gd	TA	Av	GLQ	60.0	Unf	0.0	1640.0	1700.0	GasA	Ex	Y	SBrkr	1700	512	0	2212	1.0	0.0	2	1	3	1	Gd	9	TF	1	Gd	Attchd	2006.0	Fin	3.0	773.0	TA	TA	Y	237	38	0	0	115	0	NaN	NaN	NaN	0	5	2006	New	Partial
1164	2625	160	RLD	68.0	14743.484110	Paved	NaN	IR1	Lvl	AllPub	I	GS	StoneBr	Norm	Norm	1Fam	2Story	8	5	1994	1994	Gable	SS	CemntBd	CmentBd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	2062.0	2062.0	GasA	Ex	Y	SBrkr	2079	608	0	2687	0.0	0.0	2	1	4	1	Gd	9	TF	0	NaN	Attchd	1994.0	Fin	2.0	618.0	TA	TA	Y	168	12	0	0	0	0	NaN	NaN	NaN	0	12	2006	WD	Normal
1165	2626	20	RLD	NaN	12934.759960	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	1Story	6	6	1993	1994	Gable	SS	HdBoard	HdBoard	BrkFace	112.0	TA	TA	PC	Gd	TA	No	GLQ	705.0	Unf	0.0	455.0	1160.0	GasA	Gd	Y	SBrkr	1169	0	0	1169	0.0	1.0	2	0	3	1	TA	6	TF	1	TA	Attchd	1993.0	Fin	2.0	402.0	TA	TA	Y	0	26	0	0	144	0	NaN	MnPrv	NaN	0	7	2006	WD	Normal
1166	2627	120	RLD	30.0	11797.443490	Paved	NaN	IR1	Lvl	AllPub	I	GS	StoneBr	Norm	Norm	TwnhsE	1Story	8	5	1987	1987	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	Gd	TA	No	Unf	0.0	Unf	0.0	1191.0	1191.0	GasA	TA	Y	SBrkr	1204	0	0	1204	0.0	0.0	2	0	2	1	TA	5	TF	0	NaN	Attchd	1987.0	RFn	2.0	461.0	TA	TA	Y	120	70	0	0	0	0	NaN	NaN	NaN	0	8	2006	WD	Normal
1167	2628	60	RLD	59.0	13732.587140	Paved	NaN	IR1	HLS	AllPub	CulDSac	GS	StoneBr	Norm	Norm	1Fam	2Story	9	5	2005	2006	Hip	SS	VinylSd	VinylSd	BrkFace	600.0	Gd	Ex	PC	Ex	TA	Gd	GLQ	1218.0	Unf	0.0	180.0	1398.0	GasA	Ex	Y	SBrkr	1414	1384	0	2798	1.0	0.0	3	1	3	1	Ex	11	TF	1	Gd	BuiltIn	2005.0	Fin	3.0	670.0	TA	TA	Y	182	37	0	0	0	0	NaN	NaN	NaN	0	3	2006	New	Partial
1168	2629	60	RLD	60.0	8754.285458	Paved	NaN	IR1	HLS	AllPub	CulDSac	GS	StoneBr	Norm	Norm	1Fam	2Story	10	5	2006	2006	Hip	SS	CemntBd	CmentBd	BrkFace	662.0	Ex	TA	PC	Ex	TA	Gd	Unf	0.0	Unf	0.0	1528.0	1528.0	GasA	Ex	Y	SBrkr	1528	1862	0	3390	0.0	0.0	3	1	5	1	Ex	10	TF	1	Ex	BuiltIn	2006.0	Fin	3.0	758.0	TA	TA	Y	204	34	0	0	0	0	NaN	NaN	NaN	0	9	2006	New	Partial
1169	2630	60	RLD	63.0	4231.449703	Paved	NaN	IR1	HLS	AllPub	CulDSac	GS	StoneBr	Norm	Norm	1Fam	2Story	9	5	2006	2006	Hip	SS	VinylSd	VinylSd	BrkFace	184.0	Gd	TA	PC	Ex	Gd	Gd	GLQ	205.0	Unf	0.0	889.0	1094.0	GasA	Ex	Y	SBrkr	1102	1371	0	2473	0.0	0.0	2	1	4	1	Gd	11	TF	1	Gd	BuiltIn	2006.0	Fin	3.0	675.0	TA	TA	Y	246	39	0	0	0	0	NaN	NaN	NaN	0	7	2006	New	Partial
1170	2631	60	RLD	82.0	19730.500540	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	StoneBr	Norm	Norm	1Fam	2Story	10	5	2006	2006	Hip	SS	VinylSd	VinylSd	Stone	734.0	Ex	TA	PC	Ex	TA	No	GLQ	1206.0	Unf	0.0	644.0	1850.0	GasA	Ex	Y	SBrkr	1850	848	0	2698	1.0	0.0	2	1	4	1	Ex	11	TF	1	Gd	Attchd	2006.0	RFn	3.0	736.0	TA	TA	Y	250	0	0	0	0	0	NaN	NaN	NaN	0	7	2006	New	Partial
1171	2632	60	RLD	92.0	8293.755429	Paved	NaN	IR1	HLS	AllPub	C	GS	StoneBr	Norm	Norm	1Fam	2Story	9	5	2005	2006	Hip	SS	VinylSd	VinylSd	BrkFace	550.0	Gd	TA	PC	Ex	TA	Av	Unf	0.0	Unf	0.0	1390.0	1390.0	GasA	Ex	Y	SBrkr	1390	1405	0	2795	0.0	0.0	3	1	4	1	Ex	10	TF	1	Gd	BuiltIn	2005.0	Fin	3.0	660.0	TA	TA	Y	272	102	0	0	0	0	NaN	NaN	NaN	0	1	2006	New	Partial
1172	2633	120	RLD	60.0	7303.182949	Paved	NaN	Reg	HLS	AllPub	I	GS	StoneBr	Norm	Norm	TwnhsE	1Story	9	5	2005	2005	Hip	SS	MetalSd	MetalSd	BrkFace	230.0	Gd	TA	PC	Ex	TA	Gd	GLQ	1191.0	Unf	0.0	523.0	1714.0	GasA	Ex	Y	SBrkr	1714	0	0	1714	1.0	0.0	2	0	2	1	Gd	7	TF	1	Gd	Attchd	2005.0	Fin	2.0	517.0	TA	TA	Y	156	55	0	0	0	0	NaN	NaN	NaN	0	8	2006	WD	Normal
1173	2634	20	RLD	90.0	13053.766090	Paved	NaN	IR1	HLS	AllPub	I	GS	StoneBr	Norm	Norm	1Fam	1Story	9	5	2005	2005	Hip	SS	VinylSd	VinylSd	BrkFace	420.0	Ex	TA	PC	Ex	TA	Gd	GLQ	1416.0	Unf	0.0	494.0	1910.0	GasA	Ex	Y	SBrkr	2000	0	0	2000	1.0	0.0	2	1	3	1	Ex	8	TF	2	Gd	Attchd	2005.0	Unf	3.0	722.0	TA	TA	Y	351	102	0	0	123	0	NaN	NaN	NaN	0	9	2006	WD	Normal
1174	2635	85	RLD	NaN	11323.203470	Paved	NaN	IR1	Lvl	AllPub	FR3P	GS	NWAmes	Norm	Norm	1Fam	SFoyer	6	6	1980	1980	Gable	SS	HdBoard	HdBoard	BrkFace	130.0	TA	TA	CB	Gd	TA	Av	GLQ	850.0	Unf	0.0	138.0	988.0	GasA	TA	Y	SBrkr	1102	0	0	1102	1.0	0.0	1	0	2	1	TA	5	TF	1	TA	Attchd	1980.0	RFn	2.0	582.0	TA	TA	Y	140	22	0	0	0	0	NaN	NaN	NaN	0	6	2006	WD	Normal
1175	2636	60	RLD	81.0	11861.038030	Paved	NaN	Reg	Lvl	AllPub	I	GS	NWAmes	PosA	Norm	1Fam	2Story	7	5	1978	1978	Gable	SS	Plywood	Plywood	BrkFace	68.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	945.0	945.0	GasA	TA	Y	SBrkr	945	912	0	1857	0.0	0.0	2	1	4	1	TA	8	TF	1	TA	Attchd	1978.0	RFn	2.0	482.0	TA	TA	Y	400	105	0	0	0	0	NaN	GdPrv	NaN	0	7	2006	WD	Normal
1176	2637	85	RLD	NaN	16074.979790	Paved	NaN	IR1	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	SFoyer	7	5	1976	1976	Gable	SS	VinylSd	Wd Shng	Stone	252.0	Gd	TA	CB	Ex	TA	Gd	GLQ	1005.0	Unf	0.0	42.0	1047.0	GasA	TA	Y	SBrkr	1083	0	0	1083	1.0	0.0	1	0	2	1	TA	5	TF	1	Fa	Attchd	1976.0	RFn	2.0	596.0	TA	TA	Y	444	0	40	0	0	0	NaN	NaN	NaN	0	7	2006	WD	Normal
1177	2638	60	FVR	75.0	12624.633720	Paved	NaN	IR1	Lvl	AllPub	I	GS	Somerst	RRAn	Norm	1Fam	2Story	7	5	2005	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	ALQ	788.0	Unf	0.0	172.0	960.0	GasA	Ex	Y	SBrkr	960	1358	0	2318	1.0	0.0	2	1	3	1	Gd	8	TF	1	Ex	BuiltIn	2005.0	Fin	2.0	541.0	TA	TA	Y	0	246	0	0	0	0	NaN	NaN	NaN	0	6	2006	New	Partial
1178	2639	80	RLD	81.0	15478.089330	Paved	NaN	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	SLvl	6	6	1975	2000	Gable	SS	Plywood	Plywood	BrkFace	248.0	TA	TA	CB	TA	Fa	No	ALQ	548.0	Unf	0.0	127.0	675.0	GasA	TA	Y	SBrkr	1109	766	0	1875	0.0	0.0	3	0	3	1	Gd	8	TF	1	TA	Attchd	1975.0	RFn	2.0	485.0	TA	TA	Y	48	28	0	0	0	0	NaN	NaN	NaN	0	6	2006	WD	Normal
1179	2640	20	RLD	80.0	9058.639797	Paved	NaN	Reg	Lvl	AllPub	I	GS	NWAmes	Norm	Norm	1Fam	1Story	6	6	1974	1974	Gable	SS	HdBoard	Plywood	BrkFace	176.0	TA	TA	CB	TA	TA	No	ALQ	755.0	Unf	0.0	348.0	1103.0	GasA	TA	Y	SBrkr	1103	0	0	1103	0.0	0.0	2	0	3	1	TA	6	TF	0	NaN	Attchd	1974.0	Unf	2.0	462.0	TA	TA	Y	295	84	0	0	0	0	NaN	GdWo	NaN	0	6	2006	WD	Normal
1180	2641	20	RLD	60.0	15610.716230	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	4	4	1971	1971	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	Rec	20.0	LwQ	620.0	224.0	864.0	GasA	TA	Y	SBrkr	874	0	0	874	0.0	1.0	1	0	3	1	TA	5	TF	0	NaN	Detchd	1995.0	Unf	2.0	576.0	TA	TA	Y	63	0	0	0	0	0	NaN	NaN	NaN	0	3	2006	WD	Normal
1181	2642	120	RHD	26.0	13113.955010	Paved	NaN	IR2	Lvl	AllPub	FR2P	GS	NAmes	Norm	Norm	TwnhsE	1Story	6	5	2002	2002	Gable	SS	MetalSd	MetalSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	951.0	Unf	0.0	536.0	1487.0	GasA	Ex	Y	SBrkr	1419	0	0	1419	1.0	0.0	2	0	2	1	Gd	4	TF	0	NaN	Attchd	2002.0	Fin	2.0	543.0	TA	TA	Y	196	68	0	0	0	0	NaN	NaN	NaN	0	9	2006	WD	Normal
1182	2643	160	RMD	24.0	4882.737160	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrDale	NoRMD	NoRMD	TwnhsE	2Story	6	5	1973	1973	Gable	SS	HdBoard	HdBoard	BrkFace	514.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	525.0	525.0	GasA	TA	Y	SBrkr	525	567	0	1092	0.0	0.0	1	1	3	1	TA	6	TF	0	NaN	Detchd	1973.0	Unf	2.0	440.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	12	2006	WD	NoRMDal
1183	2644	160	RMD	24.0	13756.816490	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrDale	NoRMD	NoRMD	TwnhsE	2Story	5	6	1973	1973	Gable	SS	HdBoard	HdBoard	BrkFace	200.0	TA	TA	CB	TA	TA	No	LwQ	402.0	Unf	0.0	363.0	765.0	GasA	Gd	Y	SBrkr	765	600	0	1365	0.0	0.0	1	1	3	1	Gd	7	MD1	1	Fa	Attchd	1973.0	Unf	2.0	440.0	TA	TA	Y	0	36	0	0	0	0	NaN	NaN	NaN	0	6	2006	WD	NoRMDal
1184	2645	160	RMD	21.0	4062.297095	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrDale	NoRMD	NoRMD	Twnhs	2Story	6	7	1972	1972	Gable	SS	HdBoard	HdBoard	BrkFace	380.0	TA	TA	CB	TA	TA	No	ALQ	282.0	Unf	0.0	212.0	494.0	GasA	Ex	Y	SBrkr	494	536	0	1030	0.0	0.0	1	1	3	1	TA	6	TF	0	NaN	Detchd	1973.0	Unf	1.0	264.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	7	2006	WD	NoRMDal
1185	2646	160	RMD	21.0	13444.646780	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrDale	NoRMD	NoRMD	Twnhs	2Story	6	5	1972	1972	Gable	SS	HdBoard	HdBoard	BrkFace	504.0	TA	TA	CB	TA	TA	No	ALQ	276.0	Unf	0.0	207.0	483.0	GasA	TA	Y	SBrkr	483	465	0	948	0.0	0.0	1	1	2	1	TA	5	TF	0	NaN	Detchd	1972.0	Unf	1.0	264.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	7	2006	WD	NoRMDal
1186	2647	160	RMD	21.0	10140.227650	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrDale	NoRMD	NoRMD	Twnhs	2Story	6	5	1972	1972	Gable	SS	HdBoard	HdBoard	BrkFace	504.0	TA	TA	CB	TA	TA	No	BLQ	382.0	Unf	0.0	143.0	525.0	GasA	Gd	Y	SBrkr	525	567	0	1092	0.0	0.0	1	1	3	1	TA	6	TF	0	NaN	Detchd	1972.0	Unf	1.0	264.0	TA	TA	Y	352	0	0	0	0	0	NaN	GdPrv	NaN	0	10	2006	WD	NoRMDal
1187	2648	120	RLD	53.0	12002.422150	Paved	NaN	Reg	Lvl	AllPub	I	GS	NPkVill	Norm	Norm	TwnhsE	1Story	6	5	1975	1975	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	Gd	TA	No	ALQ	727.0	BLQ	156.0	186.0	1069.0	GasA	Gd	Y	SBrkr	1069	0	0	1069	0.0	1.0	2	0	2	1	TA	4	TF	1	Po	Attchd	1975.0	RFn	2.0	440.0	TA	TA	Y	0	55	0	0	225	0	NaN	NaN	NaN	0	7	2006	WD	Normal
1188	2649	20	RLD	65.0	14020.665220	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1967	1975	Hip	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	Mn	ALQ	373.0	Rec	108.0	462.0	943.0	GasA	TA	Y	SBrkr	1387	0	0	1387	1.0	0.0	1	0	3	1	TA	6	TF	1	TA	Attchd	1974.0	RFn	1.0	300.0	TA	TA	Y	0	0	240	0	0	0	NaN	NaN	NaN	0	9	2006	WD	Normal
1189	2650	120	RLD	24.0	10295.414830	Paved	NaN	Reg	Lvl	AllPub	FR2P	GS	NPkVill	Norm	Norm	Twnhs	1Story	7	7	1976	1976	Gable	SS	Plywood	Brk Cmn	None	0.0	TA	TA	CB	TA	TA	No	ALQ	120.0	BLQ	492.0	443.0	1055.0	GasA	TA	Y	SBrkr	1055	0	0	1055	1.0	0.0	2	0	2	1	TA	4	TF	0	NaN	Attchd	1976.0	Unf	1.0	319.0	TA	TA	Y	0	29	0	0	0	0	NaN	NaN	NaN	0	4	2006	WD	Normal
1190	2651	160	RLD	24.0	9671.918659	Paved	NaN	Reg	Lvl	AllPub	I	GS	NPkVill	Norm	Norm	Twnhs	2Story	6	5	1976	1976	Gable	SS	Plywood	Brk Cmn	None	0.0	TA	TA	CB	Gd	TA	No	ALQ	70.0	Unf	0.0	785.0	855.0	GasA	Gd	Y	SBrkr	855	601	0	1456	0.0	0.0	2	1	3	1	TA	6	TF	1	TA	Attchd	1976.0	RFn	2.0	460.0	TA	TA	Y	0	28	0	0	0	0	NaN	NaN	NaN	0	7	2006	WD	Normal
1191	2652	60	RLD	72.0	13722.564720	Paved	NaN	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	2Story	9	5	2006	2006	Hip	SS	VinylSd	VinylSd	Stone	215.0	Gd	TA	PC	Ex	Gd	No	GLQ	1369.0	Unf	0.0	369.0	1738.0	GasA	Gd	Y	SBrkr	1738	851	0	2589	1.0	0.0	2	1	4	1	Ex	11	TF	1	Gd	Attchd	2006.0	RFn	3.0	831.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	8	2006	New	Partial
1192	2653	20	RLD	110.0	8171.230826	Paved	NaN	Reg	Lvl	AllPub	C	GS	NridgHt	Norm	Norm	1Fam	1Story	8	5	2004	2004	Gable	SS	VinylSd	VinylSd	BrkFace	232.0	Gd	TA	PC	Gd	TA	Av	Unf	0.0	Unf	0.0	1618.0	1618.0	GasA	Ex	Y	SBrkr	1618	0	0	1618	0.0	0.0	2	0	2	1	Gd	6	TF	1	Gd	Attchd	2004.0	Fin	3.0	880.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	7	2006	WD	Normal
1193	2654	20	RLD	108.0	10029.283230	Paved	NaN	Reg	Lvl	AllPub	C	GS	NridgHt	Norm	Norm	1Fam	1Story	7	5	2006	2006	Hip	SS	VinylSd	VinylSd	Stone	206.0	Gd	TA	PC	Ex	Gd	No	Unf	0.0	Unf	0.0	1721.0	1721.0	GasA	Ex	Y	SBrkr	1740	0	0	1740	0.0	0.0	2	0	4	1	Gd	8	TF	0	NaN	Attchd	2006.0	RFn	3.0	874.0	TA	TA	Y	0	43	0	0	0	0	NaN	NaN	NaN	0	9	2006	New	Partial
1194	2655	20	RLD	120.0	10579.104420	Paved	NaN	IR1	HLS	AllPub	C	MS	NridgHt	Norm	Norm	1Fam	1Story	9	5	2005	2005	Hip	SS	VinylSd	VinylSd	BrkFace	568.0	Ex	TA	PC	Ex	TA	Gd	GLQ	1505.0	Unf	0.0	363.0	1868.0	GasA	Ex	Y	SBrkr	1868	0	0	1868	1.0	0.0	2	0	2	1	Ex	7	TF	1	Gd	Attchd	2005.0	Fin	3.0	1085.0	TA	TA	Y	354	56	0	0	156	0	NaN	NaN	NaN	0	6	2006	WD	Normal
1195	2656	60	RLD	120.0	8970.227336	Paved	NaN	IR1	Lvl	AllPub	C	GS	NridgHt	Norm	Norm	1Fam	2Story	9	5	2005	2006	Hip	SS	VinylSd	VinylSd	BrkFace	525.0	Gd	TA	PC	Gd	TA	Av	Unf	0.0	Unf	0.0	1090.0	1090.0	GasA	Ex	Y	SBrkr	1117	1089	0	2206	0.0	0.0	2	1	4	1	Ex	10	TF	1	Gd	BuiltIn	2005.0	Fin	3.0	670.0	TA	TA	Y	148	95	0	0	0	0	NaN	NaN	NaN	0	8	2006	New	Partial
1196	2657	60	RLD	82.0	6670.122944	Paved	NaN	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	2Story	9	5	2005	2006	Gable	SS	MetalSd	MetalSd	BrkFace	385.0	Ex	TA	PC	Ex	Gd	Av	GLQ	1290.0	Unf	0.0	316.0	1606.0	GasA	Ex	Y	SBrkr	1625	466	0	2091	1.0	0.0	2	1	3	1	Ex	8	TF	1	Gd	Attchd	2005.0	RFn	2.0	521.0	TA	TA	Y	194	84	0	0	0	0	NaN	NaN	NaN	0	5	2006	New	Partial
1197	2658	60	RLD	103.0	11985.394160	Paved	NaN	IR1	Lvl	AllPub	C	GS	NridgHt	Norm	Norm	1Fam	2Story	8	5	2005	2006	Gable	SS	CemntBd	CmentBd	NaN	NaN	Gd	TA	PC	Ex	TA	Av	Unf	0.0	Unf	0.0	1209.0	1209.0	GasA	Ex	Y	SBrkr	1209	1044	0	2253	0.0	0.0	2	1	3	1	Ex	8	TF	1	Gd	Attchd	2005.0	Fin	2.0	575.0	TA	TA	Y	243	142	0	0	0	0	NaN	NaN	NaN	0	7	2006	New	Partial
1198	2659	60	RLD	82.0	14821.932390	Paved	NaN	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	2Story	8	5	2006	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Ex	TA	Gd	Unf	0.0	Unf	0.0	1054.0	1054.0	GasA	Gd	Y	SBrkr	1054	1335	0	2389	0.0	0.0	2	1	4	1	Gd	10	TF	1	Gd	BuiltIn	2006.0	Fin	3.0	672.0	TA	TA	Y	176	64	0	0	0	0	NaN	NaN	NaN	0	11	2006	New	Partial
1199	2660	60	RLD	82.0	11700.349760	Paved	NaN	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	2Story	8	5	2005	2006	Hip	SS	MetalSd	MetalSd	BrkFace	142.0	Gd	TA	PC	Ex	TA	Av	GLQ	880.0	Unf	0.0	644.0	1524.0	GasA	Ex	Y	SBrkr	1544	814	0	2358	1.0	0.0	2	1	4	1	Ex	10	TF	1	Gd	BuiltIn	2005.0	Fin	3.0	784.0	TA	TA	Y	120	34	0	0	0	0	NaN	NaN	NaN	0	8	2006	New	Partial
1200	2661	20	RLD	121.0	6680.968418	Paved	NaN	IR1	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	1Fam	1Story	9	5	2005	2006	Gable	SS	VinylSd	VinylSd	BrkFace	430.0	Ex	TA	PC	Ex	TA	Gd	GLQ	1232.0	Unf	0.0	560.0	1792.0	GasA	Ex	Y	SBrkr	1792	0	0	1792	1.0	0.0	2	0	2	1	Gd	6	TF	1	Gd	Attchd	2005.0	RFn	3.0	925.0	TA	TA	Y	204	49	0	0	0	0	NaN	NaN	NaN	0	3	2006	New	Partial
1201	2662	20	RLD	131.0	17035.668810	Paved	NaN	IR1	Lvl	AllPub	C	GS	NridgHt	Norm	Norm	1Fam	1Story	9	5	2004	2005	Hip	SS	MetalSd	MetalSd	BrkFace	674.0	Ex	TA	PC	Ex	TA	Gd	GLQ	1383.0	Unf	0.0	397.0	1780.0	GasA	Ex	Y	SBrkr	1780	0	0	1780	1.0	0.0	2	0	2	1	Ex	7	TF	1	Gd	Attchd	2004.0	Fin	3.0	816.0	TA	TA	Y	144	68	0	0	0	0	NaN	NaN	NaN	0	8	2006	WD	Normal
1202	2663	60	RLD	NaN	8085.753470	Paved	NaN	IR1	Lvl	AllPub	C	GS	NridgHt	Norm	Norm	1Fam	2Story	8	5	2004	2004	Gable	SS	VinylSd	VinylSd	BrkFace	112.0	Gd	TA	PC	Gd	TA	No	GLQ	994.0	Unf	0.0	426.0	1420.0	GasA	Ex	Y	SBrkr	1426	488	0	1914	1.0	0.0	2	1	3	1	Gd	9	TF	1	TA	BuiltIn	2004.0	RFn	3.0	746.0	TA	TA	Y	168	127	0	0	0	0	NaN	NaN	NaN	0	2	2006	WD	Normal
1203	2664	120	RLD	48.0	9336.544734	Paved	NaN	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	TwnhsE	1Story	9	5	2005	2005	Hip	SS	MetalSd	MetalSd	BrkFace	278.0	Ex	TA	PC	Ex	TA	No	GLQ	472.0	Unf	0.0	1088.0	1560.0	GasA	Ex	Y	SBrkr	1565	0	0	1565	1.0	0.0	2	0	2	1	Ex	6	TF	1	Gd	Attchd	2005.0	RFn	2.0	556.0	TA	TA	Y	196	56	0	0	0	0	NaN	NaN	NaN	0	3	2006	WD	Normal
1204	2665	20	RLD	61.0	8509.423637	Paved	NaN	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	TwnhsE	1Story	9	5	2006	2006	Hip	SS	MetalSd	MetalSd	BrkFace	518.0	Gd	TA	PC	Ex	Gd	No	GLQ	1023.0	Unf	0.0	663.0	1686.0	GasA	Ex	Y	SBrkr	1686	0	0	1686	1.0	0.0	2	0	1	1	Ex	6	TF	1	Gd	Attchd	2006.0	Fin	3.0	899.0	TA	TA	Y	266	100	0	0	0	0	NaN	NaN	NaN	0	6	2006	New	Partial
1205	2666	120	RLD	48.0	8671.864373	Paved	NaN	Reg	Lvl	AllPub	I	GS	NridgHt	Norm	Norm	TwnhsE	1Story	9	5	2006	2006	Hip	SS	MetalSd	MetalSd	BrkFace	572.0	Ex	TA	PC	Ex	Gd	No	GLQ	415.0	Unf	0.0	1251.0	1666.0	GasA	Ex	Y	SBrkr	1666	0	0	1666	1.0	0.0	2	0	2	1	Gd	6	TF	1	Gd	Attchd	2006.0	RFn	2.0	575.0	TA	TA	Y	228	75	0	0	0	0	NaN	NaN	NaN	0	6	2006	New	Partial
1206	2667	60	RLD	65.0	4372.836558	Paved	NaN	Reg	Lvl	AllPub	I	GS	Gilbert	RRAn	Norm	1Fam	2Story	6	5	2005	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	728.0	728.0	GasA	Ex	Y	SBrkr	728	728	0	1456	0.0	0.0	2	1	3	1	Gd	8	TF	1	Gd	Attchd	2005.0	Fin	2.0	390.0	TA	TA	Y	0	24	0	0	0	0	NaN	NaN	NaN	0	2	2006	New	Partial
1207	2668	60	RLD	65.0	11703.825460	Paved	NaN	Reg	Lvl	AllPub	I	GS	Gilbert	RRAn	Norm	1Fam	2Story	7	5	2006	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	738.0	738.0	GasA	Ex	Y	SBrkr	738	754	0	1492	0.0	0.0	2	1	3	1	Gd	8	TF	0	NaN	Attchd	2006.0	Fin	2.0	440.0	TA	TA	Y	0	32	0	0	0	0	NaN	NaN	NaN	0	9	2006	New	Partial
1208	2669	20	RLD	102.0	12168.907100	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	1Story	6	5	2006	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	Unf	0.0	Unf	0.0	1326.0	1326.0	GasA	Ex	Y	SBrkr	1326	0	0	1326	0.0	0.0	2	0	3	1	Gd	6	TF	0	NaN	Attchd	2006.0	Fin	2.0	427.0	TA	TA	Y	100	0	0	0	0	0	NaN	NaN	NaN	0	7	2006	New	Partial
1209	2670	60	RLD	96.0	11361.511710	Paved	NaN	IR1	Lvl	AllPub	C	GS	Gilbert	Norm	Norm	1Fam	2Story	8	5	2004	2005	Gable	SS	VinylSd	VinylSd	BrkFace	236.0	Gd	TA	PC	Gd	TA	Av	Unf	0.0	Unf	0.0	1052.0	1052.0	GasA	Ex	Y	SBrkr	1052	1321	0	2373	0.0	0.0	2	1	4	1	Gd	9	TF	1	Gd	BuiltIn	2004.0	Fin	3.0	632.0	TA	TA	Y	120	46	0	0	0	0	NaN	NaN	NaN	0	6	2006	New	Partial
1210	2671	60	RLD	75.0	19034.967140	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	7	5	2006	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	738.0	738.0	GasA	Ex	Y	SBrkr	738	754	0	1492	0.0	0.0	2	1	3	1	Gd	8	TF	0	NaN	Attchd	2006.0	Fin	2.0	440.0	TA	TA	Y	100	32	0	0	0	0	NaN	NaN	NaN	0	10	2006	New	Partial
1211	2672	120	RLD	43.0	5549.590115	Paved	NaN	Reg	Lvl	AllPub	I	GS	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2006	2006	Gable	SS	VinylSd	VinylSd	BrkFace	14.0	Gd	TA	PC	Gd	TA	Av	GLQ	453.0	Unf	0.0	767.0	1220.0	GasA	Ex	Y	SBrkr	1364	0	0	1364	1.0	0.0	2	0	2	1	Gd	6	TF	1	Gd	Attchd	2006.0	Fin	2.0	437.0	TA	TA	Y	100	16	0	0	0	0	NaN	NaN	NaN	0	11	2006	New	Partial
1212	2673	120	RLD	NaN	5158.366902	Paved	NaN	Reg	Lvl	AllPub	I	GS	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2002	2002	Gable	SS	VinylSd	VinylSd	BrkFace	40.0	Gd	TA	PC	Gd	TA	Av	GLQ	1038.0	Unf	0.0	330.0	1368.0	GasA	Ex	Y	SBrkr	1511	0	0	1511	1.0	0.0	2	0	2	1	Gd	5	TF	1	TA	Attchd	2002.0	Fin	2.0	398.0	TA	TA	Y	130	30	0	0	0	0	NaN	NaN	NaN	0	5	2006	WD	Normal
1213	2674	120	RMD	NaN	23930.353400	Paved	NaN	Reg	Lvl	AllPub	I	GS	Blmngtn	NoRMD	NoRMD	TwnhsE	1Story	7	5	2004	2004	Hip	SS	VinylSd	VinylSd	BrkFace	18.0	Gd	TA	PC	Gd	TA	No	GLQ	1059.0	Unf	0.0	306.0	1365.0	GasA	Ex	Y	SBrkr	1548	0	0	1548	1.0	0.0	2	0	2	1	Gd	7	TF	1	TA	Attchd	2004.0	Fin	2.0	388.0	TA	TA	Y	143	20	0	0	0	0	NaN	NaN	NaN	0	9	2006	WD	NoRMDal
1214	2675	120	RLD	43.0	14897.893570	Paved	NaN	Reg	Lvl	AllPub	I	GS	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2005	2006	Gable	SS	VinylSd	VinylSd	BrkFace	14.0	Gd	TA	PC	Gd	TA	Gd	GLQ	16.0	Unf	0.0	1126.0	1142.0	GasA	Ex	Y	SBrkr	1142	0	0	1142	0.0	0.0	2	0	2	1	Gd	6	TF	0	NaN	Attchd	2005.0	Fin	2.0	440.0	TA	TA	Y	90	0	0	0	0	0	NaN	NaN	NaN	0	6	2006	New	Partial
1215	2676	60	RLD	59.0	12051.466290	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	7	5	2004	2005	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	Unf	0.0	Unf	0.0	848.0	848.0	GasA	Ex	Y	SBrkr	848	750	0	1598	0.0	0.0	2	1	3	1	Gd	7	TF	1	Gd	Attchd	2004.0	Fin	2.0	433.0	TA	TA	Y	100	48	0	0	0	0	NaN	NaN	NaN	0	7	2006	WD	Normal
1216	2677	60	RLD	NaN	7540.700446	Paved	NaN	IR1	Lvl	AllPub	I	GS	Gilbert	Norm	Norm	1Fam	2Story	6	5	2000	2000	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	ALQ	732.0	Unf	0.0	250.0	982.0	GasA	Ex	Y	SBrkr	1008	881	0	1889	0.0	0.0	2	1	3	1	TA	9	TF	1	TA	Attchd	2000.0	Fin	2.0	431.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	4	2006	WD	Normal
1217	2678	60	RLD	NaN	7556.643137	Paved	NaN	IR1	Lvl	AllPub	FR3P	GS	Gilbert	Norm	Norm	1Fam	2Story	7	5	2006	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1035.0	1035.0	GasA	Gd	Y	SBrkr	1082	1240	0	2322	0.0	0.0	3	1	4	1	Gd	8	TF	0	NaN	Attchd	2006.0	RFn	3.0	617.0	TA	TA	Y	400	45	0	0	0	0	NaN	NaN	NaN	0	8	2006	New	Partial
1218	2679	60	RLD	84.0	16065.160390	Paved	NaN	IR1	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	2Story	8	5	1998	1998	Gable	SS	VinylSd	VinylSd	BrkFace	242.0	Gd	TA	PC	Gd	TA	No	GLQ	791.0	Unf	0.0	253.0	1044.0	GasA	Ex	Y	SBrkr	1079	897	0	1976	1.0	0.0	2	1	3	1	Gd	7	TF	1	Ex	Attchd	1998.0	Fin	3.0	885.0	TA	TA	Y	210	31	0	0	0	0	NaN	NaN	NaN	0	2	2006	WD	Normal
1219	2680	60	RLD	83.0	13575.276950	Paved	NaN	Reg	Lvl	AllPub	C	GS	NoRidge	Norm	Norm	1Fam	2Story	8	5	2000	2000	Gable	SS	VinylSd	VinylSd	BrkFace	322.0	Gd	TA	PC	Gd	TA	Mn	GLQ	505.0	Unf	0.0	655.0	1160.0	GasA	Ex	Y	SBrkr	1205	1029	0	2234	1.0	0.0	2	1	3	1	Gd	7	TF	1	TA	BuiltIn	2000.0	RFn	3.0	768.0	TA	TA	Y	0	50	0	0	0	0	NaN	NaN	NaN	0	6	2006	WD	Normal
1220	2681	60	RLD	NaN	13622.677560	Paved	NaN	IR1	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	2Story	9	5	2000	2000	Gable	SS	VinylSd	VinylSd	BrkFace	877.0	Gd	TA	PC	Ex	TA	Av	GLQ	1182.0	Unf	0.0	358.0	1540.0	GasA	Ex	Y	SBrkr	1540	1315	0	2855	1.0	0.0	2	1	4	1	Ex	9	TF	1	TA	Attchd	2000.0	RFn	3.0	774.0	TA	TA	Y	247	55	0	0	0	0	NaN	NaN	NaN	0	3	2006	WD	Normal
1221	2682	60	RLD	83.0	4035.426787	Paved	NaN	IR1	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	2Story	8	5	1995	1995	Hip	SS	VinylSd	VinylSd	BrkFace	397.0	Gd	TA	PC	Gd	TA	No	ALQ	527.0	Unf	0.0	815.0	1342.0	GasA	Ex	Y	SBrkr	1358	1368	0	2726	0.0	0.0	2	1	4	1	Gd	9	TF	1	Ex	Attchd	1995.0	RFn	3.0	725.0	TA	TA	Y	307	169	168	0	0	0	NaN	NaN	NaN	0	6	2006	WD	Normal
1222	2683	60	RLD	114.0	7860.429064	Paved	NaN	IR1	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	2Story	9	5	1993	1994	Hip	SS	MetalSd	MetalSd	BrkFace	738.0	Gd	Gd	PC	Ex	TA	Gd	Rec	292.0	GLQ	1393.0	48.0	1733.0	GasA	Ex	Y	SBrkr	1933	1567	0	3500	1.0	0.0	3	1	4	1	Ex	11	TF	1	TA	Attchd	1993.0	RFn	3.0	959.0	TA	TA	Y	870	86	0	0	210	0	NaN	NaN	NaN	0	5	2006	WD	Normal
1223	2684	60	RLD	NaN	7714.739988	Paved	NaN	IR1	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	2Story	8	5	1994	1995	Gable	SS	VinylSd	VinylSd	BrkFace	501.0	Gd	TA	PC	Gd	TA	Gd	GLQ	380.0	BLQ	168.0	742.0	1290.0	GasA	Ex	Y	SBrkr	1305	1189	0	2494	1.0	0.0	2	1	4	1	Gd	9	TF	1	TA	Attchd	1994.0	Fin	3.0	803.0	TA	TA	Y	200	95	0	0	0	0	NaN	GdPrv	NaN	0	6	2006	WD	Normal
1224	2685	60	RLD	NaN	5610.928008	Paved	NaN	IR1	Lvl	AllPub	I	GS	NoRidge	Norm	Norm	1Fam	2Story	8	5	1993	1993	Gable	SS	HdBoard	ImStucc	BrkFace	420.0	Gd	TA	PC	Gd	TA	No	LwQ	247.0	GLQ	1039.0	0.0	1286.0	GasA	Ex	Y	SBrkr	1565	1234	0	2799	1.0	0.0	2	1	3	1	Gd	8	TF	1	TA	Attchd	1993.0	Fin	3.0	704.0	TA	TA	Y	432	136	0	0	0	0	NaN	NaN	NaN	0	10	2006	WD	Normal
1225	2686	60	RLD	75.0	2285.665312	Paved	NaN	IR1	Lvl	AllPub	I	GS	Somerst	RRAn	Norm	1Fam	2Story	8	5	2005	2006	Gable	SS	CemntBd	CmentBd	Stone	192.0	Gd	TA	PC	Gd	Gd	No	Unf	0.0	Unf	0.0	1100.0	1100.0	GasA	Ex	Y	SBrkr	1116	848	0	1964	0.0	0.0	2	1	3	1	Gd	8	TF	1	Gd	BuiltIn	2005.0	Fin	2.0	760.0	TA	TA	Y	200	70	0	0	0	0	NaN	NaN	NaN	0	1	2006	New	Partial
1226	2687	20	RLD	49.0	7517.735955	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	Somerst	RRAn	Norm	1Fam	1Story	8	5	2006	2006	Gable	SS	VinylSd	VinylSd	NaN	NaN	Gd	TA	PC	Ex	Gd	No	GLQ	1562.0	Unf	0.0	108.0	1670.0	GasA	Ex	Y	SBrkr	1670	0	0	1670	1.0	0.0	2	1	2	1	Gd	6	TF	1	Gd	Attchd	2006.0	RFn	3.0	928.0	TA	TA	Y	0	240	200	0	0	0	NaN	NaN	NaN	0	9	2006	New	Partial
1227	2688	20	RLD	85.0	3210.978596	Paved	NaN	Reg	Lvl	AllPub	C	GS	Somerst	Feedr	Norm	1Fam	1Story	8	5	2006	2006	Gable	SS	VinylSd	VinylSd	BrkFace	60.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1504.0	1504.0	GasA	Ex	Y	SBrkr	1504	0	0	1504	0.0	0.0	2	0	3	1	Gd	7	TF	0	NaN	Attchd	2006.0	Fin	2.0	510.0	TA	TA	Y	144	0	0	0	0	0	NaN	NaN	NaN	0	9	2006	New	Partial
1228	2689	20	FVR	72.0	12070.692050	Paved	NaN	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	8	5	2006	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	24.0	Unf	0.0	1254.0	1278.0	GasA	Ex	Y	SBrkr	1278	0	0	1278	0.0	0.0	2	0	2	1	Gd	5	TF	0	NaN	Attchd	2006.0	RFn	2.0	584.0	TA	TA	Y	0	60	0	0	0	0	NaN	NaN	NaN	0	10	2006	New	Partial
1229	2690	60	FVR	100.0	11478.755590	Paved	NaN	Reg	Lvl	AllPub	C	GS	Somerst	Feedr	Norm	1Fam	2Story	9	5	2006	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Ex	TA	No	GLQ	1836.0	Unf	0.0	200.0	2036.0	GasA	Ex	Y	SBrkr	2036	604	0	2640	1.0	0.0	3	1	3	1	Ex	11	TF	1	Gd	Attchd	2006.0	RFn	3.0	792.0	TA	TA	Y	0	265	0	0	0	0	NaN	NaN	NaN	0	11	2006	New	Partial
1230	2691	60	FVR	65.0	13946.361200	Paved	NaN	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	2Story	6	5	2005	2005	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	858.0	858.0	GasA	Ex	Y	SBrkr	858	858	0	1716	0.0	0.0	2	1	3	1	Gd	7	TF	0	NaN	Attchd	2005.0	RFn	2.0	615.0	TA	TA	Y	0	53	0	0	0	0	NaN	NaN	NaN	0	2	2006	WD	Normal
1231	2692	20	RLD	74.0	7240.887791	Paved	NaN	IR1	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	1Story	6	5	2005	2005	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	TA	TA	Mn	GLQ	24.0	Unf	0.0	1118.0	1142.0	GasA	Ex	Y	SBrkr	1142	0	0	1142	0.0	0.0	1	1	3	1	Gd	5	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	Y	4	50	0	0	0	0	NaN	NaN	NaN	0	1	2006	WD	Normal
1232	2693	20	RLD	91.0	6113.013284	Paved	NaN	IR1	Lvl	AllPub	C	GS	SawyerW	Norm	Norm	1Fam	1Story	7	5	2005	2006	Gable	SS	VinylSd	VinylSd	BrkFace	118.0	Gd	TA	PC	Gd	TA	Av	Unf	0.0	Unf	0.0	1400.0	1400.0	GasA	Ex	Y	SBrkr	1400	0	0	1400	0.0	0.0	2	0	3	1	Gd	6	TF	0	NaN	Attchd	2005.0	RFn	2.0	612.0	TA	TA	Y	144	55	0	0	0	0	NaN	NaN	NaN	0	10	2006	New	Partial
1233	2694	20	RLD	63.0	9322.965674	Paved	NaN	Reg	Lvl	AllPub	I	GS	SawyerW	RRAe	Norm	1Fam	1Story	6	5	2005	2006	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1131.0	1131.0	GasA	Ex	Y	SBrkr	1131	0	0	1131	0.0	0.0	1	1	3	1	Gd	6	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	Y	0	39	0	0	0	0	NaN	NaN	NaN	0	3	2006	New	Partial
1234	2695	60	RLD	65.0	19946.389920	Paved	NaN	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	2Story	7	5	2005	2005	Gable	SS	VinylSd	VinylSd	BrkFace	172.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	891.0	891.0	GasA	Ex	Y	SBrkr	891	795	0	1686	0.0	0.0	2	1	3	1	Gd	8	TF	0	NaN	Attchd	2005.0	Fin	2.0	462.0	TA	TA	Y	144	101	0	0	0	0	NaN	NaN	NaN	0	4	2006	WD	Normal
1235	2696	60	RLD	74.0	11814.653230	Paved	NaN	IR1	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	2Story	7	5	2005	2005	Gable	SS	VinylSd	VinylSd	BrkFace	96.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	784.0	784.0	GasA	Ex	Y	SBrkr	831	754	0	1585	0.0	0.0	2	1	3	1	Gd	7	TF	0	NaN	Attchd	2005.0	RFn	2.0	449.0	TA	TA	Y	100	77	0	0	0	0	NaN	NaN	NaN	0	3	2006	WD	Normal
1236	2697	60	RLD	70.0	11718.837360	Paved	NaN	IR1	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	2Story	6	5	1997	1998	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	941.0	941.0	GasA	Ex	Y	SBrkr	941	896	0	1837	0.0	0.0	2	1	3	1	TA	7	TF	0	NaN	Attchd	1997.0	RFn	2.0	688.0	TA	TA	Y	150	165	0	0	0	0	NaN	GdPrv	NaN	0	7	2006	WD	Normal
1237	2698	60	RLD	70.0	19396.119900	Paved	NaN	IR2	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	2Story	6	5	1992	1993	Gable	SS	HdBoard	HdBoard	None	0.0	Gd	TA	PC	Gd	TA	No	ALQ	758.0	Unf	0.0	78.0	836.0	GasA	Ex	Y	SBrkr	844	887	0	1731	1.0	0.0	2	1	3	1	Gd	7	TF	0	NaN	Attchd	1992.0	RFn	2.0	462.0	TA	TA	Y	307	85	0	0	224	0	NaN	NaN	Othr	3000	10	2006	WD	Family
1238	2699	120	RLD	50.0	6493.679245	Paved	NaN	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	TwnhsE	1Story	6	5	1990	1991	Gable	SS	Plywood	Plywood	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	904.0	Unf	0.0	494.0	1398.0	GasA	Gd	Y	SBrkr	1398	0	0	1398	1.0	0.0	2	0	2	1	Gd	5	TF	0	NaN	Attchd	1990.0	RFn	2.0	542.0	TA	TA	Y	0	46	0	0	0	0	NaN	MnPrv	NaN	0	7	2006	WD	Normal
1239	2700	120	RLD	50.0	15346.107780	Paved	NaN	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	TwnhsE	1Story	6	5	1991	1991	Gable	SS	Plywood	Plywood	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	278.0	Unf	0.0	939.0	1217.0	GasA	Gd	Y	SBrkr	1217	0	0	1217	0.0	0.0	2	0	2	1	Gd	5	TF	0	NaN	Attchd	1991.0	RFn	2.0	484.0	TA	TA	Y	0	64	0	0	0	0	NaN	NaN	NaN	0	6	2006	WD	Normal
1240	2701	60	RLD	NaN	19534.288560	Paved	NaN	IR1	Lvl	AllPub	I	GS	SawyerW	RRAe	Norm	1Fam	2Story	6	5	1994	1994	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	No	ALQ	274.0	Unf	0.0	362.0	636.0	GasA	Ex	Y	SBrkr	636	684	0	1320	0.0	0.0	2	1	3	1	Gd	6	TF	0	NaN	Attchd	1994.0	Fin	2.0	472.0	TA	TA	Y	0	40	0	0	0	0	NaN	NaN	NaN	0	7	2006	WD	Normal
1241	2702	20	RLD	70.0	9368.733843	Paved	NaN	Reg	Lvl	AllPub	I	GS	Sawyer	RRAe	Norm	1Fam	1Story	5	4	1962	1962	Hip	SS	Wd Sdng	Wd Sdng	BrkFace	51.0	TA	TA	CB	TA	TA	No	LwQ	36.0	Unf	0.0	952.0	988.0	GasA	Ex	Y	SBrkr	988	0	0	988	1.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Detchd	1977.0	Unf	2.0	624.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	7	2006	WD	Normal
1242	2703	90	RMD	68.0	5583.709393	Paved	NaN	Reg	Lvl	AllPub	I	GS	Sawyer	RRAe	NoRMD	Duplex	1.5Fin	6	6	1977	1977	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	CB	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	TA	Y	SBrkr	1286	368	0	1654	0.0	0.0	2	0	4	2	TA	10	TF	0	NaN	Attchd	1977.0	RFn	2.0	528.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	8	2006	WD	NoRMDal
1243	2704	20	RLD	NaN	7129.243113	Paved	NaN	IR1	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	6	1962	2002	Hip	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	BLQ	612.0	Unf	0.0	252.0	864.0	GasA	Gd	Y	SBrkr	1211	0	0	1211	0.0	0.0	1	0	2	1	TA	6	MD1	1	TA	Detchd	1972.0	Unf	2.0	576.0	TA	TA	Y	161	0	0	0	0	0	NaN	MnPrv	NaN	0	3	2006	WD	Normal
1244	2705	20	RLD	NaN	12766.399680	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	Sawyer	RRNe	Norm	1Fam	1Story	5	5	1965	1965	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	Rec	554.0	Unf	0.0	430.0	984.0	GasA	TA	Y	SBrkr	984	0	0	984	0.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Attchd	1965.0	Unf	1.0	310.0	TA	TA	Y	0	0	0	0	0	0	NaN	MnPrv	NaN	0	7	2006	WD	Normal
1245	2706	20	RLD	65.0	6756.263468	Paved	NaN	Reg	Lvl	AllPub	I	GS	Sawyer	RRAe	Norm	1Fam	1Story	5	6	1968	1968	Gable	SS	Plywood	Plywood	BrkFace	90.0	TA	TA	CB	TA	TA	No	BLQ	162.0	Rec	270.0	450.0	882.0	GasA	TA	Y	SBrkr	909	0	0	909	0.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Attchd	1968.0	Unf	1.0	294.0	TA	TA	Y	0	155	0	0	0	0	NaN	MnPrv	NaN	0	11	2006	COD	Normal
1246	2707	20	RLD	NaN	5234.003775	Paved	NaN	IR1	Lvl	AllPub	I	GS	Sawyer	RRAe	Norm	1Fam	1Story	5	6	1963	1963	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	PC	TA	TA	No	ALQ	181.0	Unf	0.0	744.0	925.0	GasA	Gd	Y	SBrkr	925	0	0	925	1.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Detchd	1990.0	Unf	2.0	484.0	TA	TA	Y	203	74	0	0	0	0	NaN	NaN	NaN	0	10	2006	WD	Normal
1247	2708	20	RLD	NaN	13468.820010	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	Sawyer	Norm	Norm	1Fam	1Story	5	6	1965	1965	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	Rec	712.0	Unf	0.0	312.0	1024.0	GasA	TA	Y	SBrkr	1024	0	0	1024	0.0	0.0	1	1	3	1	TA	5	TF	0	NaN	Attchd	1965.0	Unf	1.0	308.0	TA	TA	Y	0	0	0	0	0	0	NaN	MnPrv	NaN	0	1	2006	WD	Normal
1248	2709	20	RLD	NaN	-1372.028388	Paved	NaN	IR1	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	6	1964	1964	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	ALQ	644.0	Unf	0.0	268.0	912.0	GasA	TA	N	SBrkr	912	0	0	912	0.0	0.0	1	0	3	1	TA	6	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	Y	0	0	0	0	0	0	NaN	GdWo	NaN	0	4	2006	WD	Normal
1249	2710	20	RLD	NaN	1512.659082	Paved	NaN	IR1	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	6	1967	1967	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	Mn	Rec	659.0	Unf	0.0	253.0	912.0	GasA	TA	Y	SBrkr	941	0	0	941	0.0	0.0	1	0	3	1	TA	6	TF	1	Po	Attchd	1967.0	Unf	1.0	288.0	TA	TA	Y	64	0	0	0	0	0	NaN	NaN	NaN	0	6	2006	WD	Normal
1250	2711	80	RLD	100.0	8032.535491	Paved	NaN	IR1	Low	AllPub	C	GS	Veenker	Norm	Norm	1Fam	SLvl	7	4	1974	1974	Gable	SS	WdShing	Wd Sdng	BrkFace	145.0	Gd	Fa	CB	Gd	TA	Gd	ALQ	1023.0	BLQ	497.0	228.0	1748.0	GasA	Gd	Y	SBrkr	2151	495	0	2646	1.0	2.0	2	0	3	1	Gd	9	Mod	4	TA	Attchd	1974.0	RFn	2.0	550.0	TA	TA	Y	641	100	0	0	0	800	Gd	GdPrv	NaN	0	1	2006	WD	Normal
1251	2712	60	RLD	105.0	4441.069266	Paved	NaN	Reg	HLS	AllPub	I	MS	NoRidge	Norm	Norm	1Fam	2Story	8	5	1992	1993	Gable	SS	HdBoard	ImStucc	BrkFace	692.0	Gd	TA	PC	Ex	TA	Gd	GLQ	1118.0	Unf	0.0	216.0	1334.0	GasA	Ex	Y	SBrkr	1520	1306	0	2826	1.0	0.0	2	1	3	1	Gd	9	TF	3	TA	Attchd	1992.0	RFn	3.0	888.0	TA	TA	Y	177	208	186	0	0	0	NaN	NaN	NaN	0	10	2006	WD	Normal
1252	2713	120	FVR	34.0	7090.897536	Paved	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	TwnhsE	1Story	7	5	2004	2004	Gable	SS	MetalSd	MetalSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1143.0	1143.0	GasA	Ex	Y	SBrkr	1143	0	0	1143	0.0	0.0	1	1	1	1	Gd	5	TF	1	Gd	Attchd	2004.0	RFn	2.0	588.0	TA	TA	Y	0	191	0	0	0	0	NaN	NaN	NaN	0	5	2006	WD	Normal
1253	2714	160	FVR	24.0	6982.765413	Paved	Paved	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	Twnhs	2Story	7	5	2005	2005	Gable	SS	MetalSd	MetalSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	600.0	600.0	GasA	Ex	Y	SBrkr	520	623	80	1223	0.0	0.0	2	1	2	1	Gd	4	TF	0	NaN	Detchd	2005.0	RFn	2.0	480.0	TA	TA	Y	0	166	0	0	0	0	NaN	NaN	NaN	0	7	2006	WD	Normal
1254	2715	160	FVR	NaN	10449.727230	Paved	NaN	Reg	Lvl	AllPub	I	GS	Somerst	Norm	Norm	TwnhsE	2Story	6	5	2000	2000	Gable	SS	MetalSd	MetalSd	BrkFace	513.0	Gd	TA	PC	Gd	TA	No	GLQ	353.0	Unf	0.0	403.0	756.0	GasA	Ex	Y	SBrkr	768	756	0	1524	0.0	0.0	2	1	2	1	Gd	4	TF	0	NaN	Detchd	2000.0	Unf	2.0	440.0	TA	TA	Y	0	32	0	0	0	0	NaN	NaN	NaN	0	6	2006	WD	Normal
1255	2716	160	FVR	NaN	11633.337290	Paved	NaN	IR1	Lvl	AllPub	FR2P	GS	Somerst	Norm	Norm	TwnhsE	2Story	7	5	2003	2003	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	530.0	530.0	GasA	Ex	Y	SBrkr	530	550	0	1080	0.0	0.0	2	1	2	1	Gd	4	TF	0	NaN	Attchd	2003.0	RFn	2.0	496.0	TA	TA	Y	0	50	0	0	0	0	NaN	NaN	NaN	0	7	2006	WD	Normal
1256	2717	60	FVR	114.0	13862.052690	Paved	Paved	IR1	Lvl	AllPub	C	GS	Somerst	Norm	Norm	1Fam	2Story	7	5	1997	1998	Hip	SS	Wd Sdng	Wd Sdng	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	569.0	569.0	GasA	Ex	Y	SBrkr	854	840	0	1694	0.0	0.0	2	1	3	1	Gd	6	TF	1	TA	BuiltIn	1997.0	Unf	1.0	434.0	TA	TA	Y	0	382	0	0	110	0	NaN	GdPrv	NaN	0	11	2006	WD	Normal
1257	2718	20	FVR	60.0	13983.392420	Paved	Paved	IR1	Lvl	AllPub	I	GS	Somerst	Norm	Norm	1Fam	1Story	8	5	2001	2002	Gable	SS	CemntBd	CmentBd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1568.0	1568.0	GasA	Ex	Y	SBrkr	1568	0	0	1568	0.0	0.0	2	0	3	1	Gd	6	TF	1	TA	Attchd	2001.0	RFn	2.0	564.0	TA	TA	Y	0	266	0	0	0	0	NaN	NaN	NaN	0	9	2006	WD	Normal
1258	2719	190	RLD	79.0	17903.017240	Paved	NaN	IR1	Lvl	AllPub	C	GS	NWAmes	RRAn	Feedr	2fmCon	1Story	5	6	1972	1972	Gable	SS	Plywood	Plywood	BrkFace	144.0	TA	TA	CB	Gd	TA	No	GLQ	962.0	Unf	0.0	191.0	1153.0	GasA	Ex	Y	SBrkr	1193	0	0	1193	1.0	0.0	2	0	2	1	TA	6	TF	0	NaN	Attchd	1972.0	Fin	2.0	501.0	TA	TA	Y	140	153	0	0	0	0	NaN	MnPrv	NaN	0	7	2006	WD	Normal
1259	2720	20	RLD	78.0	12315.890610	Paved	NaN	Reg	Lvl	AllPub	I	GS	NWAmes	RRAn	Norm	1Fam	1Story	7	6	1967	1967	Hip	SS	HdBoard	HdBoard	BrkFace	264.0	TA	TA	CB	TA	TA	No	BLQ	553.0	LwQ	68.0	713.0	1334.0	GasA	Gd	Y	SBrkr	1334	0	0	1334	1.0	0.0	2	0	3	1	TA	7	TF	0	NaN	Attchd	1967.0	RFn	2.0	477.0	TA	TA	Y	0	20	35	0	264	0	NaN	NaN	NaN	0	4	2006	WD	Normal
1260	2721	20	RLD	80.0	11964.781330	Paved	NaN	Reg	Lvl	AllPub	C	GS	NAmes	Feedr	Norm	1Fam	1Story	5	5	1968	1968	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	ALQ	758.0	Unf	0.0	293.0	1051.0	GasA	Gd	Y	SBrkr	1051	0	0	1051	1.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Attchd	1968.0	RFn	2.0	504.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	7	2006	WD	Normal
1261	2722	60	RLD	72.0	17207.907620	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Feedr	Norm	1Fam	2Story	5	5	1968	1968	Gable	SS	HdBoard	HdBoard	BrkFace	300.0	TA	TA	CB	Gd	Fa	Mn	ALQ	361.0	Rec	483.0	56.0	900.0	GasA	Ex	Y	SBrkr	884	886	0	1770	1.0	0.0	1	1	4	1	TA	7	TF	0	NaN	Attchd	1968.0	RFn	2.0	530.0	TA	TA	Y	0	60	0	0	270	0	NaN	NaN	Shed	455	6	2006	WD	Normal
1262	2723	20	RLD	78.0	11371.550090	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Feedr	Norm	1Fam	1Story	6	7	1968	2004	Hip	SS	HdBoard	HdBoard	BrkFace	203.0	TA	TA	CB	TA	TA	Av	ALQ	760.0	Unf	0.0	216.0	976.0	GasA	TA	Y	SBrkr	976	0	0	976	1.0	0.0	1	0	2	1	Gd	4	TF	1	Fa	Attchd	1968.0	RFn	2.0	504.0	TA	TA	Y	94	0	0	0	0	0	NaN	NaN	NaN	0	8	2006	WD	Abnorml
1263	2724	85	RLD	70.0	17091.541700	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Feedr	Norm	1Fam	SFoyer	5	6	1968	1968	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	Gd	TA	Gd	GLQ	744.0	Unf	0.0	89.0	833.0	GasA	Gd	Y	SBrkr	898	0	0	898	1.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Attchd	1968.0	RFn	1.0	326.0	TA	TA	Y	143	0	0	0	0	0	NaN	NaN	NaN	0	8	2006	WD	Normal
1264	2725	20	RLD	NaN	11692.653760	Paved	NaN	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1966	1966	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	TA	TA	No	BLQ	799.0	Unf	0.0	252.0	1051.0	GasA	TA	Y	SBrkr	1051	0	0	1051	1.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Attchd	1966.0	RFn	1.0	264.0	TA	TA	Y	182	88	0	0	0	0	NaN	NaN	NaN	0	3	2006	WD	Normal
1265	2726	80	RLD	80.0	3790.765212	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	SLvl	5	7	1967	1967	Gable	SS	MetalSd	MetalSd	BrkFace	140.0	TA	TA	PC	TA	TA	Av	ALQ	602.0	Rec	402.0	137.0	1141.0	GasA	Gd	Y	SBrkr	1141	0	0	1141	1.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Attchd	1967.0	Unf	1.0	568.0	TA	TA	Y	0	78	0	0	0	0	NaN	NaN	NaN	0	7	2006	WD	Normal
1266	2727	190	RLD	80.0	5820.329717	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	RRAn	Norm	2fmCon	1Story	6	7	1965	2000	Hip	SS	BrkFace	VinylSd	None	0.0	TA	Gd	PC	TA	TA	Mn	ALQ	901.0	BLQ	252.0	34.0	1187.0	GasA	Ex	Y	SBrkr	1565	0	0	1565	1.0	0.0	2	0	3	1	Gd	7	MD1	2	TA	Attchd	1965.0	RFn	1.0	299.0	TA	TA	Y	200	25	211	0	0	0	NaN	MnPrv	Shed	460	6	2006	WD	Abnorml
1267	2728	20	RLD	NaN	-177.179339	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	NAmes	Norm	Norm	1Fam	1Story	6	6	1964	1964	Hip	SS	HdBoard	HdBoard	BrkFace	112.0	TA	TA	CB	TA	TA	No	ALQ	260.0	LwQ	748.0	0.0	1008.0	GasA	Ex	Y	SBrkr	1488	0	0	1488	1.0	0.0	1	1	3	1	TA	7	TF	1	Gd	Attchd	1964.0	Fin	2.0	430.0	TA	TA	Y	154	60	0	0	0	0	NaN	NaN	NaN	0	4	2006	WD	Normal
1268	2729	60	RLD	85.0	13346.376490	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	2Story	5	6	1964	1964	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	ALQ	360.0	Unf	0.0	360.0	720.0	GasA	Gd	Y	SBrkr	720	720	0	1440	0.0	0.0	1	1	4	1	TA	7	TF	1	Po	Attchd	1964.0	Fin	2.0	480.0	TA	TA	Y	0	32	240	0	0	0	NaN	NaN	NaN	0	7	2006	WD	Normal
1269	2730	20	RLD	80.0	15119.781180	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1960	1960	Hip	SS	Wd Sdng	Wd Sdng	BrkFace	88.0	TA	TA	CB	TA	TA	No	ALQ	632.0	Unf	0.0	616.0	1248.0	GasA	Ex	Y	SBrkr	1248	0	0	1248	1.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Attchd	1960.0	Unf	1.0	286.0	TA	TA	Y	0	0	0	0	0	0	NaN	MnPrv	NaN	0	5	2006	WD	Normal
1270	2731	30	RLD	60.0	6003.748850	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	8	1934	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	BLQ	574.0	Unf	0.0	242.0	816.0	GasA	Ex	Y	SBrkr	816	0	0	816	1.0	0.0	1	0	2	1	TA	4	TF	1	Fa	Attchd	1949.0	Unf	1.0	240.0	TA	TA	Y	228	0	40	0	0	0	NaN	MnPrv	NaN	0	7	2006	WD	Normal
1271	2732	20	RLD	68.0	6935.722000	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	7	1947	1950	Hip	SS	BrkFace	BrkFace	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	938.0	938.0	GasA	Ex	Y	SBrkr	1043	0	0	1043	0.0	0.0	1	0	2	1	TA	5	TF	1	Gd	Detchd	1947.0	Unf	1.0	273.0	TA	TA	Y	125	48	0	0	0	0	NaN	GdWo	NaN	0	5	2006	WD	Normal
1272	2733	20	RLD	80.0	13063.147580	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1961	1990	Gable	SS	WdShing	Wd Shng	None	0.0	TA	TA	CB	TA	TA	Mn	BLQ	915.0	Unf	0.0	336.0	1251.0	GasA	TA	Y	SBrkr	1433	0	0	1433	1.0	0.0	1	0	3	1	TA	7	MD1	1	Gd	Attchd	1961.0	Unf	2.0	441.0	TA	TA	Y	144	0	205	0	0	0	NaN	NaN	NaN	0	6	2006	WD	Normal
1273	2734	20	RLD	89.0	7555.749910	Paved	NaN	Reg	Lvl	AllPub	C	GS	NAmes	Feedr	Norm	1Fam	1Story	5	6	1952	1952	Gable	SS	Wd Sdng	Plywood	Stone	150.0	TA	Gd	CB	TA	TA	Mn	LwQ	40.0	Unf	0.0	1404.0	1444.0	GasA	Ex	Y	SBrkr	1624	0	0	1624	1.0	0.0	1	0	2	1	TA	6	MD1	1	Gd	Attchd	1952.0	RFn	1.0	240.0	TA	TA	Y	0	40	324	0	0	0	NaN	MnPrv	NaN	0	7	2006	WD	Partial
1274	2735	20	RLD	80.0	10924.516040	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1951	1951	Gable	SS	HdBoard	HdBoard	Stone	144.0	TA	TA	CB	TA	TA	No	ALQ	996.0	Unf	0.0	60.0	1056.0	GasA	Ex	Y	FuseA	1216	0	0	1216	1.0	0.0	1	0	3	1	TA	7	TF	0	NaN	Attchd	1951.0	RFn	1.0	280.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	5	2006	WD	Normal
1275	2736	60	RLD	79.0	11995.564270	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	2Story	5	6	1949	1973	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	704.0	704.0	GasA	Gd	Y	FuseA	1024	704	0	1728	0.0	0.0	1	1	3	1	TA	7	MD1	1	Gd	Attchd	1949.0	Unf	1.0	234.0	TA	TA	Y	245	60	0	0	0	0	NaN	MnPrv	NaN	0	7	2006	WD	Normal
1276	2737	20	RLD	82.0	8355.204974	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1954	1975	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	CB	TA	TA	No	BLQ	486.0	Unf	0.0	450.0	936.0	GasA	TA	Y	FuseA	936	0	0	936	0.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Attchd	1954.0	Unf	1.0	240.0	TA	TA	Y	0	0	160	0	0	0	NaN	MnPrv	NaN	0	3	2006	WD	Normal
1277	2738	90	RLD	NaN	7518.023166	Paved	NaN	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	Duplex	1Story	5	5	1967	1967	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	1584.0	1584.0	GasA	TA	Y	SBrkr	1584	0	0	1584	0.0	0.0	2	0	4	2	TA	8	TF	0	NaN	Detchd	1967.0	Unf	2.0	506.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	10	2006	WD	Normal
1278	2739	80	RLD	NaN	12756.540870	Paved	NaN	IR1	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	SLvl	6	5	1964	1964	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	ALQ	939.0	Unf	0.0	307.0	1246.0	GasA	TA	Y	SBrkr	1246	0	0	1246	1.0	0.0	1	0	3	1	TA	6	TF	2	Gd	Attchd	1964.0	RFn	2.0	441.0	TA	TA	Y	0	69	0	0	0	0	NaN	NaN	NaN	0	11	2006	WD	Normal
1279	2740	20	RLD	109.0	17363.828110	Paved	NaN	IR1	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	6	7	1963	1963	Hip	SS	MetalSd	MetalSd	BrkFace	332.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	1008.0	1008.0	GasA	TA	Y	SBrkr	1008	0	0	1008	0.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Attchd	1963.0	RFn	2.0	430.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	10	2006	WD	Normal
1280	2741	20	RLD	70.0	5355.200503	Paved	NaN	Reg	Lvl	AllPub	C	GS	NAmes	Feedr	Norm	1Fam	1Story	5	5	1957	1957	Gable	SS	BrkFace	BrkFace	None	0.0	TA	TA	CB	Fa	TA	Mn	BLQ	623.0	Unf	0.0	556.0	1179.0	GasA	Gd	Y	SBrkr	1364	0	0	1364	0.0	0.0	1	1	3	1	TA	6	TF	1	Gd	Attchd	1957.0	RFn	1.0	331.0	TA	TA	Y	0	60	0	0	0	0	NaN	GdPrv	NaN	0	3	2006	WD	Normal
1281	2742	20	RLD	NaN	3039.250873	Paved	NaN	IR1	Lvl	AllPub	C	GS	NAmes	Feedr	Norm	1Fam	1Story	6	6	1958	1958	Hip	SS	Wd Sdng	Wd Sdng	BrkFace	632.0	TA	TA	CB	TA	TA	No	Rec	203.0	Unf	0.0	918.0	1121.0	GasA	Ex	Y	FuseA	1336	0	0	1336	0.0	0.0	1	1	3	1	TA	7	TF	1	TA	Attchd	1958.0	RFn	2.0	488.0	TA	TA	Y	80	0	0	0	0	0	NaN	NaN	NaN	0	12	2006	WD	Normal
1282	2743	80	RLD	125.0	16479.097930	Paved	NaN	Reg	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	SLvl	5	6	1956	1956	Hip	SS	Wd Sdng	Wd Sdng	BrkFace	272.0	TA	TA	CB	TA	TA	Av	BLQ	678.0	Rec	281.0	99.0	1058.0	GasA	Ex	Y	SBrkr	1370	0	0	1370	1.0	0.0	1	0	3	1	TA	6	TF	1	TA	Basment	1956.0	RFn	1.0	300.0	TA	TA	Y	191	0	0	0	120	0	NaN	MnPrv	NaN	0	2	2006	WD	Normal
1283	2744	20	RLD	72.0	2019.663472	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	6	1956	1994	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	Av	BLQ	914.0	Unf	0.0	210.0	1124.0	GasA	Ex	Y	SBrkr	1124	0	0	1124	1.0	0.0	1	0	3	1	TA	6	TF	1	TA	Attchd	1956.0	Fin	1.0	353.0	TA	TA	Y	0	211	180	0	142	0	NaN	NaN	NaN	0	5	2006	WD	Normal
1284	2745	20	RLD	70.0	11755.706980	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	8	1954	2000	Hip	SS	Wd Sdng	Wd Sdng	BrkFace	176.0	TA	Gd	CB	TA	TA	No	ALQ	824.0	Unf	0.0	226.0	1050.0	GasA	Ex	Y	SBrkr	1050	0	0	1050	1.0	0.0	1	0	3	1	Gd	6	TF	0	NaN	Attchd	1954.0	RFn	1.0	286.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	6	2006	WD	Abnorml
1285	2746	20	RLD	66.0	10441.515370	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1952	2003	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	GLQ	658.0	Unf	0.0	350.0	1008.0	GasA	Ex	Y	FuseA	1008	0	0	1008	1.0	0.0	1	0	2	1	TA	4	TF	0	NaN	Attchd	1952.0	RFn	1.0	280.0	TA	TA	Y	0	154	0	0	0	0	NaN	MnPrv	NaN	0	1	2006	WD	Normal
1286	2747	20	RLD	75.0	10770.456980	Paved	NaN	Reg	Lvl	AllPub	C	GS	NAmes	Norm	Norm	1Fam	1Story	6	6	1951	1951	Hip	SS	Wd Sdng	Wd Sdng	BrkFace	522.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	216.0	216.0	GasA	TA	Y	SBrkr	1575	0	0	1575	0.0	0.0	1	1	2	1	Gd	5	TF	1	Gd	Attchd	1951.0	Unf	2.0	400.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	6	2006	WD	Normal
1287	2748	80	RLD	55.0	17338.819540	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	SLvl	5	7	1956	1956	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	Gd	TA	No	BLQ	271.0	Unf	0.0	30.0	301.0	GasA	Ex	Y	FuseA	1145	0	0	1145	0.0	0.0	1	0	3	1	TA	6	MD2	0	NaN	Detchd	1993.0	Unf	2.0	684.0	TA	TA	Y	0	0	0	0	0	0	NaN	GdWo	NaN	0	9	2006	WD	Normal
1288	2749	20	RLD	65.0	16107.462550	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1956	1956	Hip	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	LwQ	488.0	Unf	0.0	517.0	1005.0	GasA	Ex	Y	SBrkr	1005	0	0	1005	0.0	0.0	1	0	2	1	TA	6	TF	1	TA	Attchd	1956.0	Unf	1.0	319.0	TA	TA	Y	0	0	0	0	288	0	NaN	NaN	NaN	0	7	2006	WD	Normal
1289	2750	20	RLD	80.0	6024.110225	Paved	NaN	Reg	Bnk	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1955	1955	Gable	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	Rec	144.0	BLQ	912.0	0.0	1056.0	GasA	Gd	Y	SBrkr	1056	0	0	1056	1.0	0.0	1	1	3	1	TA	6	TF	0	NaN	Attchd	1955.0	Fin	1.0	300.0	TA	TA	Y	0	0	0	0	0	0	NaN	MnPrv	Shed	650	11	2006	WD	Normal
1290	2751	20	RLD	85.0	10539.965610	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	6	1951	1991	Hip	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Rec	741.0	Unf	0.0	143.0	884.0	GasA	Ex	Y	SBrkr	884	0	0	884	1.0	0.0	1	0	2	1	TA	4	TF	0	NaN	Attchd	1951.0	Fin	1.0	270.0	TA	TA	Y	0	0	0	0	195	0	NaN	NaN	NaN	0	6	2006	WD	Normal
1291	2752	30	RLD	118.0	9151.970266	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	7	5	1941	1963	Hip	WS	BrkFace	BrkFace	None	0.0	Gd	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	929.0	929.0	GasA	Ex	Y	SBrkr	2039	0	0	2039	1.0	0.0	1	1	3	1	TA	7	MD1	3	Gd	2Types	1941.0	Unf	3.0	791.0	TA	TA	Y	0	0	90	0	0	0	NaN	NaN	NaN	0	12	2006	COD	Abnorml
1292	2753	20	RLD	70.0	8730.049857	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	5	1956	2001	Hip	SS	Wd Sdng	VinylSd	None	0.0	TA	TA	CB	TA	TA	No	Rec	494.0	Unf	0.0	521.0	1015.0	GasA	Gd	Y	SBrkr	1384	0	0	1384	1.0	0.0	1	0	2	1	TA	6	MD1	0	NaN	Attchd	2001.0	Unf	2.0	896.0	TA	TA	Y	75	0	0	323	0	0	NaN	NaN	Shed	400	6	2006	WD	Normal
1293	2754	190	RLD	94.0	9489.153509	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	Artery	Norm	2fmCon	1.5Fin	5	5	1925	1975	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Fa	CB	TA	TA	Mn	GLQ	1018.0	Unf	0.0	1153.0	2171.0	GasA	TA	Y	SBrkr	1392	1248	0	2640	2.0	0.0	2	1	5	1	TA	10	MajD1	1	Gd	Attchd	1977.0	RFn	3.0	1008.0	TA	TA	N	631	48	148	0	0	0	NaN	NaN	NaN	0	7	2006	WD	Normal
1294	2755	50	RLD	50.0	14981.110790	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1.5Fin	6	6	1947	1950	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	784.0	784.0	GasA	Ex	Y	FuseA	900	412	0	1312	0.0	0.0	1	1	3	1	TA	6	TF	0	NaN	Detchd	1953.0	Unf	2.0	649.0	TA	TA	Y	0	28	0	0	0	0	NaN	NaN	NaN	0	10	2006	WD	Normal
1295	2756	30	RLD	60.0	10191.230030	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1Story	3	8	1930	2001	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	PC	TA	TA	No	Unf	0.0	Unf	0.0	713.0	713.0	GasA	Ex	Y	SBrkr	713	0	0	713	0.0	0.0	1	0	2	1	Gd	5	TF	0	NaN	Detchd	1936.0	Unf	1.0	371.0	Fa	Fa	N	0	75	161	0	0	0	NaN	NaN	NaN	0	10	2006	WD	Normal
1296	2757	30	RLD	60.0	8853.262380	Paved	Grvl	Reg	Lvl	AllPub	I	GS	NAmes	Artery	Norm	1Fam	1Story	3	3	1929	1950	Hip	SS	Wd Sdng	Wd Sdng	None	0.0	TA	Fa	CB	TA	TA	Mn	Unf	0.0	Unf	0.0	715.0	715.0	GasA	Fa	N	FuseP	715	0	0	715	0.0	0.0	1	0	2	1	TA	4	TF	0	NaN	Detchd	1967.0	Unf	2.0	660.0	Fa	TA	N	0	0	75	0	112	0	NaN	NaN	NaN	0	8	2006	WD	Normal
1297	2758	50	RLD	60.0	7052.886105	Paved	NaN	Reg	Lvl	AllPub	C	GS	OldTown	Norm	Norm	1Fam	1.5Fin	4	8	1900	1998	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	BT	Fa	Fa	No	Unf	0.0	Unf	0.0	448.0	448.0	GasA	Ex	Y	SBrkr	448	272	0	720	0.0	0.0	1	0	1	1	Fa	5	TF	0	NaN	Attchd	1900.0	Unf	1.0	280.0	Fa	TA	Y	0	0	70	0	0	0	NaN	NaN	NaN	0	3	2006	WD	Normal
1298	2759	70	RLD	60.0	13908.112140	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	2Story	6	8	1915	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Ex	CB	TA	TA	No	Rec	338.0	Unf	0.0	325.0	663.0	GasA	Ex	Y	SBrkr	774	821	0	1595	0.0	0.0	2	0	3	1	TA	7	TF	1	Gd	Detchd	1974.0	Unf	2.0	528.0	TA	TA	Y	49	0	231	0	0	0	NaN	NaN	NaN	0	4	2006	WD	Normal
1299	2760	50	RLD	60.0	9960.055438	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	Norm	Norm	1Fam	1.5Fin	4	4	1910	1950	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	BT	Fa	TA	No	Unf	0.0	Unf	0.0	1077.0	1077.0	GasA	TA	Y	FuseA	981	779	0	1760	0.0	0.0	1	1	4	1	TA	7	TF	1	TA	Detchd	1935.0	Unf	2.0	648.0	Fa	TA	Y	120	0	96	0	0	0	NaN	NaN	NaN	0	2	2006	COD	Abnorml
1300	2761	80	RLD	83.0	17682.536070	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	SLvl	6	5	1963	1963	Gable	SS	HdBoard	HdBoard	BrkFace	379.0	TA	TA	CB	TA	TA	Av	ALQ	580.0	Unf	0.0	503.0	1083.0	GasA	TA	Y	SBrkr	1146	0	0	1146	0.0	1.0	1	0	3	1	TA	6	TF	1	Gd	Attchd	1963.0	Unf	1.0	294.0	TA	TA	Y	345	75	0	0	0	0	NaN	NaN	NaN	0	6	2006	WD	Normal
1301	2762	20	RLD	77.0	10573.942440	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	6	5	1962	1985	Gable	SS	HdBoard	HdBoard	BrkCmn	161.0	TA	TA	CB	TA	TA	No	ALQ	701.0	Unf	0.0	434.0	1135.0	GasA	Ex	Y	SBrkr	1207	0	0	1207	0.0	0.0	1	1	3	1	TA	6	TF	0	NaN	Attchd	1962.0	RFn	1.0	264.0	TA	TA	Y	0	240	0	0	0	0	NaN	NaN	NaN	0	5	2006	WD	Normal
1302	2763	20	RLD	80.0	14033.539630	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	PosA	Norm	1Fam	1Story	6	6	1961	1992	Gable	SS	HdBoard	HdBoard	BrkFace	104.0	TA	TA	CB	TA	TA	No	Rec	913.0	Unf	0.0	400.0	1313.0	GasA	TA	Y	SBrkr	1773	0	0	1773	1.0	0.0	2	0	3	1	TA	6	MD2	2	TA	Attchd	1961.0	RFn	2.0	418.0	TA	TA	Y	355	98	0	0	144	0	NaN	NaN	NaN	0	8	2006	WD	Normal
1303	2764	20	RLD	86.0	7552.904764	Paved	NaN	Reg	Lvl	AllPub	C	GS	NAmes	PosA	Norm	1Fam	1Story	7	5	1959	1959	Hip	SS	Plywood	Plywood	BrkCmn	58.0	TA	TA	SL	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	Gd	Y	FuseA	1472	0	0	1472	0.0	0.0	2	0	2	1	Gd	5	TF	1	Gd	Attchd	1959.0	Unf	2.0	484.0	TA	TA	Y	0	68	0	0	227	0	NaN	NaN	NaN	0	6	2006	WD	Normal
1304	2765	60	RLD	NaN	7969.937809	Paved	NaN	IR1	HLS	AllPub	I	GS	NAmes	Norm	Norm	1Fam	2Story	7	8	1962	1998	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	TA	TA	Gd	ALQ	636.0	Unf	0.0	802.0	1438.0	GasA	TA	Y	SBrkr	1900	548	0	2448	1.0	0.0	3	0	3	1	TA	9	TF	2	Gd	Attchd	1962.0	RFn	2.0	441.0	TA	TA	Y	520	102	0	0	0	0	NaN	NaN	NaN	0	9	2006	WD	Normal
1305	2766	50	RLD	60.0	8607.591985	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1.5Fin	4	6	1950	1950	Gable	SS	BrkComm	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	Rec	455.0	Unf	0.0	455.0	910.0	GasA	Gd	Y	SBrkr	910	611	0	1521	0.0	0.0	1	1	3	1	Gd	6	MD2	0	NaN	Detchd	1950.0	Unf	1.0	597.0	Fa	TA	Y	199	0	168	0	0	0	NaN	NaN	NaN	0	9	2006	WD	Normal
1306	2767	90	RLD	60.0	18394.276060	Paved	NaN	Reg	Lvl	AllPub	C	GS	NAmes	Norm	Norm	Duplex	1Story	3	4	1950	1950	Gable	SS	BrkFace	Stone	None	0.0	TA	TA	SL	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	Wall	Fa	N	FuseF	1040	0	0	1040	0.0	0.0	2	0	2	2	TA	6	TF	0	NaN	Detchd	1950.0	Unf	2.0	400.0	TA	Fa	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	12	2006	WD	Normal
1307	2768	90	RLD	75.0	9225.366986	Paved	NaN	Reg	Lvl	AllPub	C	GS	NAmes	Norm	Norm	Duplex	1Story	5	5	1960	1960	Hip	SS	BrkFace	BrkFace	None	0.0	TA	TA	CB	TA	Fa	No	Unf	0.0	Unf	0.0	1556.0	1556.0	GasA	TA	Y	SBrkr	1556	0	0	1556	0.0	0.0	2	0	4	2	TA	8	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	9	2006	WD	Normal
1308	2769	20	RLD	70.0	10166.524910	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Norm	Norm	1Fam	1Story	5	4	1961	1961	Hip	SS	BrkFace	BrkFace	None	0.0	TA	TA	CB	TA	TA	No	GLQ	781.0	Unf	0.0	369.0	1150.0	GasA	TA	Y	SBrkr	1150	0	0	1150	0.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Attchd	1961.0	RFn	1.0	288.0	TA	TA	Y	0	0	0	0	162	0	NaN	NaN	NaN	0	7	2006	WD	Normal
1309	2770	20	RLD	74.0	6620.601258	Paved	NaN	Reg	Lvl	AllPub	C	GS	NAmes	Artery	Norm	1Fam	1Story	7	6	1962	1962	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	LwQ	809.0	Unf	0.0	236.0	1045.0	GasA	Gd	Y	SBrkr	1045	0	0	1045	1.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Detchd	1962.0	Unf	2.0	528.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	3	2006	WD	Normal
1310	2771	20	RLD	70.0	5923.065503	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Artery	Norm	1Fam	1Story	5	6	1962	1962	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	BLQ	468.0	Unf	0.0	396.0	864.0	GasA	Gd	Y	SBrkr	864	0	0	864	0.0	1.0	1	0	3	1	TA	5	TF	0	NaN	Attchd	1962.0	Unf	1.0	336.0	TA	TA	Y	0	0	0	0	0	0	NaN	GdWo	NaN	0	2	2006	WD	Normal
1311	2772	190	RLD	70.0	6316.215320	Paved	NaN	Reg	Lvl	AllPub	I	GS	NAmes	Artery	Norm	2fmCon	SFoyer	5	5	1962	1962	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	Av	ALQ	953.0	Unf	0.0	72.0	1025.0	GasA	TA	Y	SBrkr	1025	0	0	1025	1.0	0.0	1	0	3	1	TA	6	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	Y	96	80	0	0	0	0	NaN	NaN	NaN	0	3	2006	WD	Normal
1312	2773	70	RMD	62.0	759.418663	Paved	Grvl	Reg	Lvl	AllPub	C	GS	OldTown	NoRMD	NoRMD	1Fam	2Story	5	8	1900	2005	Hip	SS	CemntBd	CmentBd	None	0.0	Gd	Gd	PC	Fa	TA	No	Unf	0.0	Unf	0.0	716.0	716.0	GasA	Ex	Y	FuseA	1007	1007	0	2014	0.0	0.0	2	0	5	1	TA	8	TF	0	NaN	Detchd	1900.0	Unf	2.0	624.0	TA	TA	Y	0	72	167	0	0	0	NaN	NaN	NaN	0	6	2006	WD	NoRMDal
1313	2774	50	RMD	60.0	18432.114410	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	1.5Fin	5	6	1948	1950	Gable	SS	MetalSd	MetalSd	Stone	264.0	TA	TA	CB	TA	TA	No	Rec	276.0	Unf	0.0	936.0	1212.0	GasA	Gd	Y	FuseA	1226	442	0	1668	1.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Detchd	1948.0	Unf	1.0	240.0	TA	TA	Y	0	0	140	0	0	0	NaN	NaN	NaN	0	5	2006	WD	NoRMDal
1314	2775	50	RMD	60.0	10929.796140	Paved	NaN	Reg	Lvl	AllPub	C	GS	OldTown	NoRMD	NoRMD	1Fam	1.5Fin	4	6	1920	1980	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	PC	TA	Fa	No	LwQ	284.0	Unf	0.0	863.0	1147.0	GasA	TA	N	SBrkr	1147	510	0	1657	0.0	0.0	1	0	4	1	Fa	9	TF	1	TA	Detchd	1920.0	Unf	1.0	162.0	Fa	Fa	N	0	0	0	0	0	0	NaN	NaN	NaN	0	7	2006	WD	NoRMDal
1315	2776	50	RMD	60.0	3939.212980	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	1.5Fin	6	8	1900	2004	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	Rec	381.0	Unf	0.0	399.0	780.0	GasA	Ex	Y	SBrkr	940	476	0	1416	0.0	1.0	1	0	3	1	Gd	7	TF	0	NaN	Detchd	1956.0	Unf	2.0	400.0	TA	TA	Y	0	24	0	0	0	0	NaN	NaN	NaN	0	6	2006	WD	NoRMDal
1316	2777	70	RMD	58.0	15267.841410	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	2Story	7	7	1900	1970	Gable	SS	AsbShng	Wd Sdng	None	0.0	TA	TA	S	TA	TA	No	Rec	208.0	Unf	0.0	504.0	712.0	GasA	Gd	Y	SBrkr	848	580	0	1428	1.0	0.0	1	0	4	1	TA	7	TF	0	NaN	Detchd	1985.0	Fin	2.0	576.0	TA	TA	Y	264	0	84	0	0	0	NaN	NaN	NaN	0	5	2006	WD	NoRMDal
1317	2778	70	RMD	66.0	4289.892536	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	2Story	7	8	1930	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	502.0	502.0	GasA	TA	N	SBrkr	502	502	0	1004	0.0	0.0	1	0	2	1	Gd	5	TF	1	Po	Detchd	1930.0	Unf	1.0	200.0	Fa	TA	N	280	0	68	0	0	0	NaN	MnPrv	NaN	0	7	2006	WD	NoRMDal
1318	2779	190	RMD	56.0	4381.052445	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	2fmCon	1.5Fin	4	6	1900	1950	Gable	SS	MetalSd	MetalSd	None	0.0	Gd	TA	PC	TA	TA	No	Unf	0.0	Unf	0.0	938.0	938.0	GasA	Gd	N	SBrkr	1084	867	0	1951	0.0	0.0	2	0	4	2	Fa	9	TF	0	NaN	Detchd	1993.0	Unf	2.0	576.0	TA	TA	P	0	6	28	0	0	0	NaN	NaN	NaN	0	4	2006	WD	NoRMDal
1319	2780	30	RMD	56.0	9899.891782	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	1Story	6	5	1924	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	Fa	No	BLQ	143.0	Rec	72.0	817.0	1032.0	GasA	Gd	N	FuseA	1032	0	0	1032	0.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Detchd	1995.0	Unf	1.0	280.0	TA	TA	Y	0	0	112	0	0	0	NaN	MnPrv	NaN	0	6	2006	COD	AbnoRMDl
1320	2781	30	RMD	50.0	17853.313320	Paved	Paved	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	1Story	5	7	1925	1950	Gable	SS	MetalSd	Stucco	None	0.0	TA	TA	BT	TA	Fa	No	Unf	0.0	Unf	0.0	844.0	844.0	GasA	TA	Y	SBrkr	844	0	0	844	0.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Detchd	1925.0	Unf	1.0	216.0	TA	TA	N	50	81	123	0	0	0	NaN	NaN	NaN	0	7	2006	WD	NoRMDal
1321	2782	20	RMD	60.0	1758.271048	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	1Story	4	5	1950	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	576.0	576.0	GasA	Ex	Y	SBrkr	864	0	0	864	0.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Detchd	1952.0	RFn	1.0	528.0	TA	TA	Y	0	0	0	0	115	0	NaN	NaN	NaN	0	8	2006	COD	NoRMDal
1322	2783	70	RMD	42.0	7305.996297	Paved	Grvl	Reg	Lvl	AllPub	I	MS	OldTown	NoRMD	NoRMD	1Fam	2Story	3	5	1905	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	Fa	Mn	Unf	0.0	Unf	0.0	738.0	738.0	GasA	Gd	Y	FuseA	714	662	0	1376	0.0	0.0	1	0	2	1	TA	7	TF	0	NaN	Detchd	1930.0	Unf	1.0	216.0	TA	TA	N	0	0	104	0	225	0	NaN	NaN	NaN	0	3	2006	WD	NoRMDal
1323	2784	190	RMD	50.0	18749.872690	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	2fmCon	1Story	5	7	1955	1955	Hip	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	Av	GLQ	576.0	Unf	0.0	384.0	960.0	GasA	TA	Y	FuseA	960	0	0	960	1.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Detchd	1976.0	Unf	2.0	576.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	6	2006	WD	NoRMDal
1324	2785	50	RMD	50.0	21228.272160	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	1.5Fin	5	7	1924	1950	Gable	SS	MetalSd	MetalSd	BrkFace	145.0	TA	Gd	PC	TA	TA	No	Unf	0.0	Unf	0.0	816.0	816.0	GasA	Ex	Y	SBrkr	816	750	0	1566	0.0	0.0	1	1	5	1	Gd	7	TF	0	NaN	Detchd	1976.0	Unf	2.0	450.0	TA	TA	Y	24	0	296	0	0	0	NaN	MnPrv	NaN	0	8	2006	WD	NoRMDal
1325	2786	30	RMD	52.0	14520.687330	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	1Story	3	5	1921	1950	Gable	SS	AsbShng	AsbShng	None	0.0	TA	TA	BT	Fa	TA	No	LwQ	416.0	Unf	0.0	76.0	492.0	GasA	TA	Y	SBrkr	492	0	0	492	1.0	0.0	1	0	1	1	TA	3	TF	0	NaN	Detchd	1921.0	Unf	1.0	200.0	Fa	TA	N	0	0	78	0	0	0	NaN	NaN	NaN	0	6	2006	WD	NoRMDal
1326	2787	50	RMD	56.0	8333.777445	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	1.5Fin	6	7	1945	1950	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	Fa	TA	No	Rec	310.0	Unf	0.0	460.0	770.0	GasA	TA	Y	SBrkr	885	297	0	1182	0.0	0.0	1	1	3	1	TA	5	TF	0	NaN	Detchd	1945.0	Unf	1.0	378.0	Fa	TA	Y	0	0	0	0	0	0	NaN	GdWo	NaN	0	5	2006	WD	NoRMDal
1327	2788	30	RMD	48.0	10060.451350	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	1Story	3	4	1920	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	PC	TA	TA	No	Unf	0.0	Unf	0.0	798.0	798.0	GasA	Gd	Y	SBrkr	840	0	0	840	0.0	0.0	1	0	2	1	Fa	5	TF	0	NaN	Detchd	1938.0	Unf	1.0	250.0	TA	Fa	N	112	0	0	0	0	0	NaN	NaN	NaN	0	6	2006	WD	NoRMDal
1328	2789	75	RMD	70.0	11593.098550	Paved	NaN	Reg	Lvl	AllPub	C	GS	OldTown	NoRMD	NoRMD	1Fam	2.5Unf	7	6	1910	2005	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	1226.0	1226.0	GasA	Ex	Y	SBrkr	1226	878	0	2104	0.0	0.0	2	0	5	1	TA	9	TF	0	NaN	Detchd	1910.0	Unf	2.0	432.0	Fa	TA	P	0	341	88	0	0	0	NaN	NaN	NaN	0	7	2006	WD	NoRMDal
1329	2790	90	RMD	33.0	11360.032270	Paved	NaN	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	Duplex	2Story	5	7	1920	1950	Hip	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	PC	TA	TA	No	Unf	0.0	Unf	0.0	624.0	624.0	GasA	Gd	N	FuseA	624	624	0	1248	0.0	0.0	2	0	2	2	TA	8	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	0	130	256	0	0	0	NaN	NaN	NaN	0	12	2006	WD	NoRMDal
1330	2791	20	RMD	65.0	18517.177590	Paved	Grvl	Reg	Lvl	AllPub	I	GS	OldTown	NoRMD	NoRMD	1Fam	1Story	5	5	1958	1958	Hip	SS	HdBoard	HdBoard	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	960.0	960.0	GasA	Ex	Y	SBrkr	960	0	0	960	0.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Detchd	2002.0	Unf	2.0	624.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	Gar2	4500	7	2006	WD	NoRMDal
1331	2792	50	Commer	63.0	10368.322080	Paved	NaN	Reg	Lvl	AllPub	C	GS	IDOTRR	Norm	Norm	1Fam	1.5Unf	3	3	1918	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	Fa	Fa	BT	TA	Fa	No	Unf	0.0	Unf	0.0	1020.0	1020.0	GasA	Fa	N	FuseP	1020	0	0	1020	0.0	0.0	1	0	2	1	Fa	5	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	0	0	105	0	0	0	NaN	NaN	NaN	0	10	2006	ConLD	Normal
1332	2793	70	RLD	69.0	15659.576760	Paved	NaN	IR1	Bnk	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	2Story	6	7	1924	1996	Gambrel	SS	BrkComm	Stucco	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	848.0	848.0	GasW	TA	N	SBrkr	1017	810	0	1827	0.0	0.0	1	0	2	1	TA	9	TF	1	Gd	Detchd	1943.0	Unf	1.0	240.0	Fa	TA	Y	27	36	42	0	0	0	NaN	GdPrv	NaN	0	5	2006	WD	Normal
1333	2794	50	RMD	51.0	13064.467200	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrkSide	NoRMD	NoRMD	1Fam	1.5Fin	3	5	1930	1950	Gable	SS	AsbShng	AsbShng	None	0.0	Gd	TA	CB	TA	TA	No	Rec	347.0	Unf	0.0	381.0	728.0	GasA	Ex	Y	SBrkr	728	434	0	1162	1.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Detchd	1930.0	Unf	1.0	258.0	Fa	Po	Y	0	24	0	0	0	0	NaN	NaN	NaN	0	11	2006	ConLI	AbnoRMDl
1334	2795	50	RMD	51.0	5183.949848	Paved	NaN	Reg	Lvl	AllPub	I	GS	BrkSide	NoRMD	NoRMD	1Fam	1.5Fin	5	7	1930	1984	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	BT	TA	TA	No	Unf	0.0	Unf	0.0	741.0	741.0	GasA	Gd	Y	SBrkr	741	583	0	1324	0.0	0.0	1	0	3	1	Gd	7	TF	0	NaN	Detchd	1930.0	Unf	1.0	180.0	Fa	TA	Y	0	0	55	0	0	0	NaN	NaN	NaN	0	2	2006	WD	NoRMDal
1335	2796	30	RLD	50.0	14297.919000	Paved	Paved	IR2	Lvl	AllPub	I	GS	BrkSide	Norm	Norm	1Fam	1Story	5	5	1925	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	816.0	816.0	GasA	TA	Y	FuseA	816	0	0	816	0.0	0.0	1	0	2	1	TA	4	TF	0	NaN	Detchd	1925.0	Unf	1.0	210.0	Fa	Fa	N	168	0	112	0	0	0	NaN	NaN	NaN	0	7	2006	WD	Normal
1336	2797	50	RMD	90.0	4283.404798	Paved	NaN	IR3	Lvl	AllPub	I	GS	OldTown	RRAn	Feedr	1Fam	1.5Fin	6	5	1962	1962	Gable	SS	BrkFace	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	1595.0	1595.0	GasA	TA	Y	SBrkr	1611	875	0	2486	0.0	0.0	2	0	5	1	TA	8	TF	1	Gd	Detchd	1962.0	Unf	2.0	576.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	10	2006	WD	NoRMDal
1337	2798	50	RMD	60.0	6570.356988	Paved	Grvl	Reg	Lvl	AllPub	I	GS	IDOTRR	NoRMD	NoRMD	1Fam	1.5Fin	4	5	1924	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	Fa	No	Unf	0.0	Unf	0.0	596.0	596.0	GasA	Po	Y	FuseF	834	596	0	1430	0.0	0.0	2	0	3	1	Fa	7	TF	0	NaN	Detchd	1924.0	Unf	2.0	370.0	Fa	Fa	Y	218	0	0	0	210	0	NaN	NaN	NaN	0	10	2006	WD	AbnoRMDl
1338	2799	70	RMD	60.0	10981.941970	Paved	NaN	Reg	Lvl	AllPub	FR3P	GS	IDOTRR	NoRMD	NoRMD	1Fam	2Story	5	8	1910	2004	Gable	SS	AsbShng	Plywood	None	0.0	Fa	Gd	BT	Fa	Fa	No	Unf	0.0	Unf	0.0	396.0	396.0	GasA	Gd	Y	SBrkr	665	665	0	1330	0.0	0.0	1	0	3	1	TA	7	TF	0	NaN	Detchd	2001.0	Unf	1.0	390.0	TA	TA	N	0	72	45	0	0	0	NaN	MnPrv	NaN	0	7	2006	WD	NoRMDal
1339	2800	30	RMD	50.0	8945.167871	Paved	NaN	Reg	Lvl	AllPub	I	GS	IDOTRR	NoRMD	NoRMD	1Fam	1Story	5	4	1919	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	610.0	610.0	GasA	Ex	N	FuseA	819	0	0	819	0.0	0.0	1	0	2	1	Gd	4	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	0	0	0	0	0	0	NaN	NaN	NaN	0	9	2006	WD	AbnoRMDl
1340	2801	30	RMD	60.0	9719.090581	Paved	NaN	Reg	Lvl	AllPub	C	GS	IDOTRR	NoRMD	NoRMD	1Fam	1Story	6	6	1930	1950	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	BT	TA	TA	No	LwQ	343.0	Unf	0.0	641.0	984.0	GasA	TA	Y	FuseF	984	0	0	984	0.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Detchd	1930.0	Unf	1.0	308.0	TA	TA	N	0	0	164	0	0	0	NaN	NaN	NaN	0	3	2006	ConLI	Family
1341	2802	50	RLD	82.0	10277.635050	Paved	NaN	Reg	Lvl	AllPub	I	GS	Sawyer	Feedr	Norm	1Fam	1.5Fin	5	5	1951	1951	Gable	SS	HdBoard	HdBoard	Stone	41.0	TA	Fa	CB	TA	TA	No	BLQ	329.0	Unf	0.0	477.0	806.0	GasA	TA	Y	SBrkr	1081	341	0	1422	1.0	0.0	1	0	3	1	TA	7	TF	1	TA	Detchd	1951.0	Unf	1.0	288.0	TA	TA	Y	0	0	0	0	0	0	NaN	GdWo	NaN	0	6	2006	WD	Normal
1342	2803	90	RLD	120.0	14818.176050	Paved	NaN	Reg	Lvl	AllPub	C	GS	Sawyer	Feedr	Feedr	Duplex	1Story	6	5	1964	1964	Gable	SS	BrkFace	BrkFace	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	1921.0	1921.0	GasA	TA	Y	SBrkr	1921	0	0	1921	0.0	0.0	2	0	4	2	TA	8	TF	0	NaN	Detchd	1964.0	Unf	2.0	576.0	TA	TA	Y	0	180	0	0	0	0	NaN	NaN	NaN	0	7	2006	WD	Normal
1343	2804	20	RLD	100.0	12195.244620	Paved	NaN	Reg	Lvl	AllPub	FR2P	GS	Sawyer	Norm	Norm	1Fam	1Story	5	5	1950	1950	Gable	SS	Wd Sdng	MetalSd	None	0.0	TA	TA	SL	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	TA	Y	FuseA	1640	0	0	1640	0.0	0.0	1	0	3	1	TA	7	MD1	1	Gd	Attchd	1950.0	RFn	2.0	394.0	TA	TA	Y	0	0	225	0	0	0	NaN	NaN	Shed	600	6	2006	WD	Normal
1344	2805	30	RLD	55.0	6830.916710	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	5	7	1935	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	SL	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	TA	N	SBrkr	1032	0	0	1032	0.0	0.0	1	0	2	1	TA	6	TF	1	TA	Detchd	1939.0	Unf	1.0	260.0	TA	TA	Y	0	0	121	0	0	0	NaN	NaN	NaN	0	6	2006	WD	Normal
1345	2806	30	RLD	50.0	7961.860722	Paved	NaN	IR1	Lvl	AllPub	I	GS	SWISU	Norm	Norm	1Fam	1Story	5	3	1936	1950	Gable	SS	Wd Sdng	Wd Shng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	830.0	830.0	GasA	Gd	Y	SBrkr	879	0	0	879	0.0	0.0	1	0	2	1	TA	4	TF	0	NaN	Detchd	1936.0	Unf	1.0	180.0	TA	TA	P	0	108	0	0	0	0	NaN	NaN	NaN	0	1	2006	WD	Normal
1346	2807	20	RLD	50.0	13314.527730	Paved	NaN	Reg	Lvl	AllPub	I	GS	SWISU	Norm	Norm	1Fam	1Story	7	5	2004	2004	Shed	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	Gd	Mn	GLQ	510.0	LwQ	373.0	190.0	1073.0	GasA	Ex	Y	SBrkr	1073	0	0	1073	1.0	0.0	2	0	2	1	TA	4	TF	0	NaN	Detchd	2004.0	Unf	1.0	246.0	TA	TA	Y	0	120	0	0	0	0	NaN	NaN	NaN	0	5	2006	WD	Normal
1347	2808	20	RLD	NaN	19167.543100	Paved	NaN	IR1	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	6	1967	1967	Hip	SS	HdBoard	HdBoard	BrkFace	305.0	TA	TA	CB	TA	TA	Av	ALQ	779.0	Unf	0.0	285.0	1064.0	GasA	TA	Y	SBrkr	1064	0	0	1064	0.0	1.0	1	0	3	1	TA	6	TF	1	TA	Attchd	1967.0	Unf	2.0	528.0	TA	TA	Y	314	48	0	0	0	0	NaN	NaN	NaN	0	6	2006	WD	Normal
1348	2809	80	RLD	80.0	16606.832210	Paved	NaN	IR1	Lvl	AllPub	C	GS	Sawyer	Norm	Norm	1Fam	SLvl	6	7	1964	1964	Gable	SS	HdBoard	Plywood	None	0.0	TA	Gd	CB	TA	TA	Av	GLQ	456.0	Unf	0.0	456.0	912.0	GasA	TA	Y	SBrkr	934	0	0	934	0.0	1.0	1	0	2	1	TA	4	TF	0	NaN	Attchd	1964.0	Unf	1.0	336.0	TA	TA	Y	77	0	0	0	0	0	NaN	GdPrv	Shed	500	7	2006	WD	Normal
1349	2810	20	RLD	75.0	7094.193704	Paved	NaN	Reg	Lvl	AllPub	C	GS	Sawyer	Norm	Norm	1Fam	1Story	5	6	1966	1966	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	TA	TA	No	ALQ	773.0	Unf	0.0	286.0	1059.0	GasA	Gd	Y	SBrkr	1059	0	0	1059	1.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Attchd	1966.0	Fin	1.0	286.0	TA	TA	Y	0	88	0	0	0	0	NaN	GdWo	NaN	0	6	2006	WD	Abnorml
1350	2811	20	RLD	NaN	2937.856542	Paved	NaN	IR1	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	5	1967	1967	Gable	SS	HdBoard	HdBoard	BrkFace	450.0	TA	TA	CB	TA	TA	No	BLQ	194.0	LwQ	982.0	0.0	1176.0	GasA	TA	Y	SBrkr	1458	0	0	1458	1.0	0.0	1	1	3	1	TA	7	TF	1	TA	Attchd	1967.0	Unf	2.0	512.0	TA	TA	Y	284	0	0	0	0	0	NaN	MnPrv	NaN	0	7	2006	WD	Normal
1351	2812	80	RLD	NaN	11944.868190	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	Sawyer	Norm	Norm	1Fam	SLvl	6	6	1978	1978	Gable	SS	HdBoard	HdBoard	BrkFace	200.0	TA	TA	CB	TA	Gd	Gd	GLQ	794.0	Unf	0.0	166.0	960.0	GasA	Fa	Y	SBrkr	1040	0	0	1040	1.0	0.0	1	0	3	1	TA	6	TF	1	Fa	Detchd	1979.0	Unf	2.0	616.0	TA	TA	Y	131	0	0	0	180	0	NaN	GdPrv	NaN	0	7	2006	WD	Normal
1352	2813	90	RLD	NaN	9980.973010	Paved	NaN	IR1	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	Duplex	1Story	5	4	1977	1977	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	Gd	TA	No	Unf	0.0	Unf	0.0	1967.0	1967.0	GasA	TA	Y	SBrkr	1967	0	0	1967	0.0	0.0	2	0	6	2	TA	10	TF	0	NaN	Attchd	1977.0	Fin	2.0	580.0	TA	TA	Y	170	0	0	0	0	0	NaN	NaN	NaN	0	8	2006	WD	Normal
1353	2814	90	RLD	75.0	11740.170460	Paved	NaN	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	Duplex	1Story	5	4	1977	1977	Gable	SS	Plywood	Plywood	BrkFace	99.0	TA	TA	CB	TA	TA	No	Rec	483.0	Unf	0.0	1466.0	1949.0	GasA	TA	Y	SBrkr	1949	0	0	1949	0.0	0.0	2	0	6	2	TA	10	TF	0	NaN	Attchd	1977.0	RFn	2.0	586.0	TA	TA	Y	32	0	0	0	0	0	NaN	NaN	NaN	0	5	2006	WD	Normal
1354	2815	30	RLD	NaN	5048.229291	Paved	NaN	Reg	Lvl	AllPub	I	GS	Sawyer	Norm	Norm	1Fam	1Story	5	5	1924	1950	Gable	SS	BrkFace	Wd Sdng	Stone	65.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	872.0	872.0	GasA	Fa	N	FuseF	872	0	0	872	0.0	0.0	1	0	2	1	Fa	5	Mod	1	Gd	Detchd	1924.0	Unf	1.0	322.0	Fa	Fa	N	0	0	116	0	0	0	NaN	NaN	NaN	0	4	2006	WD	Normal
1355	2816	20	RLD	NaN	7159.791046	Paved	NaN	Reg	Low	AllPub	I	MS	ClearCr	Norm	Norm	1Fam	1Story	7	6	1967	1967	Gable	TG	Plywood	Plywood	BrkFace	123.0	TA	TA	CB	Gd	TA	Av	Rec	810.0	ALQ	826.0	229.0	1865.0	GasA	TA	Y	SBrkr	1830	0	0	1830	1.0	0.0	1	0	2	1	TA	6	TF	2	Gd	Attchd	1967.0	Unf	2.0	521.0	TA	TA	Y	0	115	168	0	0	0	NaN	NaN	NaN	0	6	2006	WD	Normal
1356	2817	20	RLD	87.0	17320.036970	Paved	NaN	Reg	Low	AllPub	I	MS	ClearCr	Norm	Norm	1Fam	1Story	5	6	1963	1963	Flat	TG	WdShing	Wd Shng	None	0.0	TA	TA	CB	Gd	TA	Av	Rec	104.0	ALQ	850.0	46.0	1000.0	GasA	Ex	Y	SBrkr	1000	0	0	1000	1.0	0.0	1	0	1	1	TA	4	TF	2	TA	Attchd	1993.0	Unf	2.0	575.0	TA	TA	Y	238	0	148	0	0	0	NaN	NaN	NaN	0	4	2006	WD	Normal
1357	2818	85	RLD	72.0	3669.090039	Paved	NaN	Reg	Lvl	AllPub	C	GS	Sawyer	Feedr	Norm	1Fam	SFoyer	5	7	1971	1972	Gable	SS	HdBoard	HdBoard	BrkFace	153.0	TA	TA	PC	Gd	TA	Av	GLQ	535.0	Rec	159.0	88.0	782.0	GasA	Ex	Y	SBrkr	810	0	0	810	1.0	0.0	1	0	2	1	TA	4	TF	0	NaN	Detchd	1973.0	Unf	2.0	576.0	TA	TA	Y	0	0	0	0	0	0	NaN	MnPrv	NaN	0	6	2006	WD	Normal
1358	2819	150	RLD	NaN	14126.820060	Paved	NaN	Reg	HLS	AllPub	I	GS	ClearCr	Norm	Norm	Twnhs	1.5Fin	7	5	1980	1981	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Mn	GLQ	397.0	Unf	0.0	33.0	430.0	GasA	TA	Y	SBrkr	880	680	140	1700	1.0	0.0	2	1	2	1	Gd	7	TF	0	NaN	Basment	1980.0	Fin	1.0	450.0	Gd	TA	Y	188	36	0	0	200	0	NaN	NaN	NaN	0	4	2006	WD	Normal
1359	2820	20	RLD	75.0	4804.831368	Paved	NaN	Reg	Lvl	AllPub	C	GS	Edwards	Norm	Norm	1Fam	1Story	4	5	1954	1954	Gable	SS	MetalSd	MetalSd	None	0.0	TA	Gd	CB	TA	TA	No	Rec	799.0	Unf	0.0	168.0	967.0	GasA	Ex	Y	SBrkr	1350	0	0	1350	0.0	0.0	1	1	3	1	TA	6	TF	1	Gd	Attchd	1954.0	RFn	2.0	504.0	TA	TA	Y	237	0	0	0	0	0	NaN	NaN	NaN	0	6	2006	WD	Normal
1360	2821	50	RLD	62.0	9487.753698	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1.5Fin	5	5	1942	1950	Gable	SS	BrkFace	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	LwQ	230.0	Unf	0.0	569.0	799.0	GasA	Ex	N	FuseA	799	351	0	1150	0.0	0.0	1	0	3	1	TA	6	Mod	2	TA	BuiltIn	1942.0	Unf	1.0	215.0	TA	TA	Y	264	0	0	0	0	0	NaN	NaN	NaN	0	3	2006	WD	Family
1361	2822	70	RLD	114.0	6029.714355	Paved	NaN	Reg	Lvl	AllPub	C	GS	Edwards	Norm	Norm	1Fam	2Story	6	7	1928	1950	Gable	SS	WdShing	Plywood	None	0.0	TA	TA	PC	TA	TA	No	Unf	0.0	Unf	0.0	672.0	672.0	GasA	Ex	Y	SBrkr	1337	672	0	2009	0.0	0.0	2	0	4	1	TA	8	TF	2	Gd	2TFes	1928.0	Unf	3.0	795.0	TA	TA	P	0	42	0	0	180	0	NaN	NaN	NaN	0	12	2006	WD	Normal
1362	2823	75	RLD	60.0	7049.459112	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	2.5Unf	6	8	1935	1990	Gable	SS	BrkFace	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	Rec	425.0	Unf	0.0	1411.0	1836.0	GasA	Gd	Y	SBrkr	1836	1836	0	3672	0.0	0.0	3	1	5	1	Gd	7	TF	2	Gd	Detchd	1993.0	Unf	2.0	836.0	TA	TA	Y	684	80	32	0	0	0	NaN	NaN	NaN	0	12	2006	WD	Normal
1363	2824	80	RLD	78.0	9753.833690	Paved	NaN	IR1	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	SLvl	5	5	1962	1962	Gable	SS	Plywood	Plywood	Stone	96.0	TA	TA	CB	TA	TA	Gd	ALQ	612.0	Rec	1164.0	0.0	1776.0	GasA	Ex	Y	SBrkr	1560	0	0	1560	0.0	1.0	2	0	3	1	TA	6	MD2	1	Fa	Attchd	1962.0	Fin	2.0	528.0	TA	TA	Y	453	253	144	0	0	0	NaN	MnPrv	NaN	0	5	2006	WD	Normal
1364	2825	20	RLD	80.0	13492.546260	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	5	6	1952	2002	Gable	SS	Wd Sdng	Wd Sdng	BrkFace	232.0	TA	TA	SL	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	Gd	Y	SBrkr	1488	0	0	1488	0.0	0.0	1	0	3	1	TA	7	TF	1	Ex	Attchd	2002.0	RFn	2.0	569.0	TA	TA	Y	0	189	36	0	348	0	NaN	NaN	NaN	0	4	2006	WD	Normal
1365	2826	20	RLD	70.0	12617.596690	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	5	8	1955	1999	Hip	SS	MetalSd	MetalSd	Stone	164.0	TA	TA	CB	TA	TA	Mn	Unf	0.0	Unf	0.0	1057.0	1057.0	GasA	Gd	Y	SBrkr	1057	0	0	1057	0.0	1.0	1	0	3	1	Gd	6	TF	0	NaN	Attchd	1955.0	Unf	1.0	288.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	3	2006	WD	Normal
1366	2827	50	RLD	75.0	-2674.261457	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1.5Fin	6	5	1953	1953	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	No	LwQ	468.0	Unf	0.0	532.0	1000.0	GasA	TA	Y	SBrkr	1068	541	0	1609	0.0	0.0	1	1	5	1	TA	7	TF	0	NaN	Attchd	1953.0	Unf	1.0	305.0	Fa	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	7	2006	WD	Normal
1367	2828	60	RLD	88.0	3183.908783	Paved	NaN	IR1	Bnk	AllPub	I	GS	SawyerW	Norm	Norm	1Fam	2Story	6	4	1989	1989	Gable	SS	HdBoard	HdBoard	BrkFace	232.0	Gd	TA	CB	Gd	TA	No	ALQ	549.0	Unf	0.0	319.0	868.0	GasA	Ex	Y	SBrkr	1313	1246	0	2559	0.0	0.0	2	1	4	1	Ex	9	TF	1	TA	Attchd	1989.0	RFn	2.0	506.0	TA	TA	Y	0	245	0	0	168	0	NaN	MnPrv	NaN	0	11	2006	WD	Abnorml
1368	2829	90	RLD	73.0	12327.194980	Paved	NaN	Reg	Lvl	AllPub	I	GS	SawyerW	Norm	Norm	Duplex	SFoyer	6	8	1993	1993	Gable	SS	HdBoard	HdBoard	None	0.0	Gd	Gd	PC	Gd	TA	Av	LwQ	261.0	GLQ	1083.0	0.0	1344.0	GasA	Gd	Y	SBrkr	1440	0	0	1440	2.0	0.0	2	0	2	2	Gd	8	TF	0	NaN	Attchd	1993.0	Unf	4.0	920.0	TA	TA	Y	288	0	0	0	0	0	NaN	NaN	NaN	0	4	2006	WD	Normal
1369	2830	60	RLD	133.0	11486.028390	Paved	NaN	IR2	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2005	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1308.0	1308.0	GasA	Ex	Y	SBrkr	1308	568	0	1876	0.0	0.0	2	1	3	1	Gd	7	TF	0	NaN	BuiltIn	2005.0	RFn	3.0	848.0	TA	TA	Y	0	40	0	0	0	0	NaN	NaN	NaN	0	7	2006	New	Partial
1370	2831	20	RLD	64.0	7717.912049	Paved	NaN	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2005	2005	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	GLQ	393.0	Unf	0.0	815.0	1208.0	GasA	Ex	Y	SBrkr	1208	0	0	1208	0.0	0.0	2	0	2	1	Gd	6	TF	0	NaN	Attchd	2005.0	RFn	2.0	632.0	TA	TA	Y	105	58	0	0	0	0	NaN	NaN	NaN	0	2	2006	WD	Abnorml
1371	2832	20	RLD	90.0	13646.881290	Paved	NaN	Reg	Lvl	AllPub	C	GS	CollgCr	Norm	Norm	1Fam	1Story	6	5	2006	2006	Hip	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	1576.0	Unf	0.0	260.0	1836.0	GasA	Gd	Y	SBrkr	1846	0	0	1846	1.0	0.0	2	0	3	1	Gd	7	TF	1	Gd	Attchd	2006.0	RFn	2.0	495.0	TA	TA	Y	0	32	0	0	0	0	NaN	NaN	NaN	0	7	2006	New	Partial
1372	2833	20	RLD	78.0	5076.360544	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	8	5	2005	2006	Hip	SS	VinylSd	VinylSd	BrkFace	198.0	Gd	TA	PC	Ex	TA	Gd	GLQ	1122.0	Unf	0.0	448.0	1570.0	GasA	Ex	Y	SBrkr	1590	0	0	1590	1.0	0.0	2	1	2	1	Ex	6	TF	0	NaN	Attchd	2005.0	Fin	3.0	754.0	TA	TA	Y	176	80	0	0	0	0	NaN	NaN	NaN	0	8	2006	New	Partial
1373	2834	60	RLD	91.0	9349.593085	Paved	NaN	IR1	Lvl	AllPub	C	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2005	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Gd	Unf	0.0	Unf	0.0	945.0	945.0	GasA	Ex	Y	SBrkr	945	864	0	1809	0.0	0.0	2	1	3	1	Gd	8	TF	0	NaN	Attchd	2005.0	RFn	2.0	638.0	TA	TA	Y	144	54	0	0	0	0	NaN	NaN	NaN	0	5	2006	New	Partial
1374	2835	20	RLD	78.0	9708.793311	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2005	2005	Gable	SS	VinylSd	VinylSd	BrkFace	140.0	Gd	TA	PC	Gd	TA	Gd	GLQ	56.0	Unf	0.0	1558.0	1614.0	GasA	Ex	Y	SBrkr	1614	0	0	1614	0.0	0.0	2	0	3	1	Gd	7	TF	1	Gd	Attchd	2005.0	Fin	2.0	576.0	TA	TA	Y	100	45	0	0	0	0	NaN	NaN	NaN	0	3	2006	WD	Normal
1375	2836	60	RLD	78.0	8260.443166	Paved	NaN	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2005	2005	Gable	SS	VinylSd	VinylSd	BrkFace	532.0	Gd	TA	PC	Gd	TA	Av	Unf	0.0	Unf	0.0	784.0	784.0	GasA	Ex	Y	SBrkr	784	812	0	1596	0.0	0.0	2	1	3	1	Gd	6	TF	0	NaN	Attchd	2005.0	RFn	2.0	610.0	TA	TA	Y	144	45	0	0	0	0	NaN	NaN	NaN	0	6	2006	WD	Normal
1376	2837	20	RLD	80.0	3497.589333	Paved	NaN	Reg	Lvl	AllPub	I	GS	ClearCr	Norm	Norm	1Fam	1Story	6	5	1968	1968	Gable	SS	Plywood	Plywood	None	0.0	TA	Fa	CB	Gd	Fa	No	LwQ	853.0	Unf	0.0	535.0	1388.0	GasA	Gd	Y	SBrkr	1388	0	0	1388	1.0	0.0	2	0	3	1	TA	6	TF	1	Po	Attchd	1968.0	RFn	2.0	522.0	TA	TA	Y	0	58	0	0	0	0	NaN	NaN	NaN	0	7	2006	COD	Abnorml
1377	2838	20	RLD	95.0	18558.096240	Paved	NaN	Reg	Lvl	AllPub	C	GS	CollgCr	Norm	Norm	1Fam	1Story	5	6	1996	1996	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1100.0	1100.0	GasA	Ex	Y	SBrkr	1100	0	0	1100	0.0	0.0	1	1	3	1	TA	5	TF	0	NaN	Attchd	1996.0	RFn	2.0	462.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	6	2006	WD	Normal
1378	2839	60	RLD	65.0	16470.101270	Paved	NaN	IR1	Lvl	AllPub	I	GS	CollgCr	PosN	Norm	1Fam	2Story	6	5	1995	1995	Gable	SS	VinylSd	VinylSd	BrkFace	68.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	781.0	781.0	GasA	Ex	Y	SBrkr	795	704	0	1499	0.0	0.0	2	1	3	1	Gd	6	TF	1	TA	Attchd	1995.0	RFn	2.0	473.0	TA	TA	Y	413	91	0	0	0	0	NaN	NaN	NaN	0	8	2006	WD	Normal
1379	2840	20	RLD	NaN	11006.626120	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	1998	1998	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	PC	Gd	TA	Mn	GLQ	846.0	Unf	0.0	579.0	1425.0	GasA	Ex	Y	SBrkr	1425	0	0	1425	1.0	0.0	2	0	3	1	TA	5	TF	0	NaN	Attchd	1998.0	RFn	2.0	591.0	TA	TA	Y	0	130	0	0	0	0	NaN	NaN	NaN	0	5	2006	WD	Normal
1380	2841	60	RLD	68.0	740.826014	Paved	NaN	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	1999	1999	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	500.0	Unf	0.0	342.0	842.0	GasA	Ex	Y	SBrkr	856	893	0	1749	0.0	0.0	2	1	3	1	Gd	7	TF	0	NaN	Attchd	1999.0	RFn	2.0	515.0	TA	TA	Y	140	85	0	0	0	0	NaN	NaN	NaN	0	6	2006	WD	Normal
1381	2842	60	RLD	72.0	20606.302600	Paved	NaN	IR1	Lvl	AllPub	C	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	1999	2000	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Mn	GLQ	894.0	Unf	0.0	57.0	951.0	GasA	Ex	Y	SBrkr	951	828	0	1779	1.0	0.0	2	1	3	1	Gd	7	TF	1	TA	Attchd	1999.0	Fin	2.0	586.0	TA	TA	Y	208	107	0	0	0	0	NaN	NaN	NaN	0	9	2006	WD	Normal
1382	2843	60	RLD	50.0	349.495236	Paved	NaN	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	6	6	1977	1977	Gable	SS	HdBoard	Plywood	BrkFace	62.0	TA	TA	CB	Gd	TA	Av	GLQ	509.0	Unf	0.0	166.0	675.0	GasA	TA	Y	SBrkr	686	702	0	1388	0.0	0.0	1	1	3	1	TA	6	TF	0	NaN	Attchd	1977.0	Unf	1.0	317.0	TA	TA	Y	406	36	0	0	0	0	NaN	NaN	NaN	0	12	2006	WD	Normal
1383	2844	80	RLD	42.0	8810.491032	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	CollgCr	Norm	Norm	1Fam	SLvl	6	6	1978	1978	Gable	SS	HdBoard	HdBoard	BrkFace	123.0	TA	TA	CB	TA	Gd	Av	ALQ	595.0	LwQ	400.0	0.0	995.0	GasA	TA	Y	SBrkr	1282	0	0	1282	0.0	1.0	2	0	3	1	TA	6	TF	0	NaN	Detchd	1989.0	Unf	3.0	672.0	Fa	TA	Y	386	0	0	0	0	0	NaN	NaN	NaN	0	4	2006	WD	Normal
1384	2845	20	RLD	60.0	8096.222832	Paved	NaN	Reg	Low	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	5	8	1972	1972	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	No	BLQ	437.0	Unf	0.0	427.0	864.0	GasA	Ex	Y	SBrkr	864	0	0	864	0.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Detchd	1977.0	Unf	1.0	297.0	TA	TA	Y	0	0	0	0	0	0	NaN	MnPrv	NaN	0	3	2006	WD	Normal
1385	2846	60	RLD	NaN	11672.928310	Paved	NaN	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2002	2002	Gable	SS	VinylSd	VinylSd	BrkFace	199.0	Gd	TA	PC	Gd	TA	No	GLQ	456.0	Unf	0.0	370.0	826.0	GasA	Ex	Y	SBrkr	878	884	0	1762	0.0	0.0	2	1	3	1	Gd	6	TF	0	NaN	Attchd	2002.0	Fin	2.0	591.0	TA	TA	Y	320	54	0	0	0	0	NaN	NaN	NaN	0	7	2006	WD	Normal
1386	2847	60	RLD	45.0	5075.531351	Paved	NaN	IR2	Lvl	AllPub	CulDSac	GS	CollgCr	Norm	Norm	1Fam	2Story	6	5	1999	1999	Gable	SS	VinylSd	VinylSd	BrkFace	148.0	TA	TA	PC	Gd	TA	Mn	GLQ	639.0	Unf	0.0	201.0	840.0	GasA	Ex	Y	SBrkr	840	915	0	1755	1.0	0.0	2	1	3	1	TA	7	TF	1	TA	Attchd	1999.0	RFn	2.0	530.0	TA	TA	Y	176	73	0	0	0	0	NaN	NaN	NaN	0	8	2006	WD	Normal
1387	2848	20	RLD	NaN	12655.412830	Paved	NaN	Reg	Lvl	AllPub	C	GS	CollgCr	Norm	Norm	1Fam	1Story	8	5	2002	2002	Hip	SS	Stucco	Stucco	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	872.0	Unf	0.0	476.0	1348.0	GasA	Ex	Y	SBrkr	1358	0	0	1358	1.0	0.0	1	1	1	1	Gd	5	TF	1	TA	Attchd	2002.0	Unf	2.0	418.0	TA	TA	Y	68	166	0	0	0	0	NaN	NaN	NaN	0	6	2006	WD	Normal
1388	2849	60	RLD	70.0	14755.163200	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2002	2002	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	872.0	872.0	GasA	Ex	Y	SBrkr	872	1037	0	1909	0.0	0.0	2	1	4	1	Gd	8	TF	0	NaN	BuiltIn	2002.0	RFn	2.0	529.0	TA	TA	Y	0	108	0	0	0	0	NaN	NaN	NaN	0	9	2006	WD	Normal
1389	2850	60	RLD	67.0	9131.482692	Paved	NaN	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	8	5	1999	1999	Gable	SS	VinylSd	VinylSd	BrkFace	261.0	Gd	TA	PC	Gd	TA	Av	GLQ	920.0	Unf	0.0	170.0	1090.0	GasA	Ex	Y	SBrkr	1090	1124	0	2214	1.0	0.0	2	1	3	1	Gd	8	TF	1	TA	Attchd	1999.0	Fin	3.0	646.0	TA	TA	Y	197	80	0	0	0	0	NaN	NaN	NaN	0	7	2006	WD	Normal
1390	2851	60	RLD	NaN	9677.891980	Paved	NaN	IR2	Lvl	AllPub	FR2P	GS	CollgCr	Feedr	Norm	1Fam	2Story	7	5	1996	1997	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	1065.0	1065.0	GasA	Ex	Y	SBrkr	1065	984	0	2049	0.0	0.0	2	1	4	1	Gd	9	TF	1	TA	Attchd	1997.0	Unf	2.0	467.0	TA	TA	Y	120	48	0	0	0	0	NaN	NaN	NaN	0	8	2006	WD	Normal
1391	2852	60	RLD	90.0	15950.772160	Paved	NaN	IR1	Lvl	AllPub	C	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	1998	1998	Gable	SS	VinylSd	VinylSd	BrkFace	227.0	TA	TA	PC	Gd	TA	Mn	ALQ	796.0	Unf	0.0	258.0	1054.0	GasA	Ex	Y	SBrkr	1070	869	0	1939	0.0	1.0	2	1	3	1	Gd	8	TF	1	TA	Attchd	1998.0	RFn	3.0	555.0	TA	TA	Y	128	84	0	0	0	0	NaN	NaN	NaN	0	5	2006	WD	Normal
1392	2853	60	RLD	90.0	6353.069011	Paved	NaN	Reg	Lvl	AllPub	C	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	1995	1996	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	Gd	PC	Gd	Gd	Av	GLQ	685.0	Unf	0.0	245.0	930.0	GasA	Ex	Y	SBrkr	950	1045	0	1995	1.0	0.0	2	1	4	1	Gd	8	TF	1	TA	Attchd	1995.0	RFn	2.0	610.0	TA	TA	Y	275	170	0	0	0	0	NaN	NaN	NaN	0	7	2006	WD	Normal
1393	2854	120	RMD	37.0	6605.869281	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	NoRMD	NoRMD	TwnhsE	1Story	6	5	2003	2003	Gable	SS	VinylSd	VinylSd	BrkFace	170.0	Gd	TA	PC	Gd	TA	Av	GLQ	717.0	Unf	0.0	131.0	848.0	GasA	Ex	Y	SBrkr	848	0	0	848	1.0	0.0	1	0	1	1	Gd	4	TF	0	NaN	Attchd	2003.0	Fin	2.0	420.0	TA	TA	Y	140	0	0	0	0	0	NaN	NaN	NaN	0	4	2006	WD	NoRMDal
1394	2855	20	RLD	70.0	11476.240060	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2003	2003	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	No	GLQ	1000.0	Unf	0.0	390.0	1390.0	GasA	Ex	Y	SBrkr	1390	0	0	1390	1.0	0.0	2	0	3	1	Gd	7	TF	0	NaN	Attchd	2003.0	RFn	2.0	545.0	TA	TA	Y	0	68	0	0	0	0	NaN	NaN	NaN	0	3	2006	WD	Normal
1395	2856	60	RLD	74.0	8462.813816	Paved	NaN	IR1	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2006	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	Gd	Mn	Unf	0.0	Unf	0.0	851.0	851.0	GasA	Ex	Y	SBrkr	851	886	0	1737	0.0	0.0	2	1	3	1	Gd	7	TF	0	NaN	Attchd	2006.0	RFn	2.0	578.0	TA	TA	Y	0	105	0	0	0	0	NaN	NaN	NaN	0	8	2006	New	Partial
1396	2857	60	RLD	70.0	9497.592957	Paved	NaN	Reg	Lvl	AllPub	I	GS	CollgCr	Norm	Norm	1Fam	2Story	7	5	2005	2005	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Av	Unf	0.0	Unf	0.0	784.0	784.0	GasA	Ex	Y	SBrkr	784	827	0	1611	0.0	0.0	2	1	3	1	Gd	6	TF	0	NaN	Attchd	2005.0	RFn	2.0	572.0	TA	TA	Y	144	36	0	0	0	0	NaN	NaN	NaN	0	3	2006	WD	Normal
1397	2858	20	RLD	65.0	20400.744620	Paved	NaN	Reg	Lvl	AllPub	FR2P	GS	CollgCr	Norm	Norm	1Fam	1Story	7	5	2005	2006	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Gd	TA	Mn	GLQ	996.0	Unf	0.0	340.0	1336.0	GasA	Ex	Y	SBrkr	1336	0	0	1336	1.0	0.0	2	0	3	1	Gd	6	TF	0	NaN	Attchd	2005.0	Unf	2.0	502.0	TA	TA	Y	136	43	0	0	0	0	NaN	NaN	NaN	0	9	2006	New	Partial
1398	2859	70	RLD	67.0	7051.507926	Paved	NaN	Reg	Bnk	AllPub	I	GS	Edwards	Feedr	Norm	1Fam	2Story	4	6	1910	2000	Gable	SS	Plywood	Plywood	None	0.0	TA	Gd	CB	Gd	TA	No	Rec	173.0	BLQ	337.0	166.0	676.0	GasA	Gd	Y	SBrkr	760	676	0	1436	1.0	0.0	2	0	3	1	TA	6	MD1	0	NaN	Attchd	1950.0	Unf	2.0	528.0	TA	TA	Y	147	0	0	0	0	0	NaN	NaN	Shed	420	10	2006	WD	Normal
1399	2860	90	RLD	38.0	10163.027110	Paved	NaN	IR1	Lvl	AllPub	CulDSac	GS	Edwards	Norm	Norm	Duplex	SFoyer	6	5	1975	1975	Flat	TG	Plywood	Wd Shng	BrkFace	355.0	TA	TA	CB	Gd	TA	Gd	GLQ	976.0	Unf	0.0	0.0	976.0	GasA	TA	Y	SBrkr	1012	0	0	1012	0.0	2.0	2	0	4	0	TA	4	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	10	2006	WD	AdjLand
1400	2861	20	RLD	73.0	8704.570948	Paved	NaN	Reg	HLS	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	5	4	1969	1969	Gable	SS	HdBoard	Plywood	None	0.0	TA	TA	CB	Gd	TA	Mn	ALQ	847.0	Unf	0.0	329.0	1176.0	GasA	TA	Y	SBrkr	1176	0	0	1176	1.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Attchd	1969.0	Unf	1.0	360.0	TA	TA	Y	0	92	0	0	112	0	NaN	NaN	NaN	0	12	2006	WD	Abnorml
1401	2862	60	RLD	62.0	18510.865960	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	2Story	7	5	2003	2004	Hip	SS	HdBoard	Stucco	BrkFace	190.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	796.0	796.0	GasA	Ex	Y	SBrkr	806	918	0	1724	0.0	0.0	2	1	3	1	Gd	8	TF	1	Gd	BuiltIn	2003.0	Fin	2.0	616.0	TA	TA	Y	168	57	0	0	0	0	NaN	NaN	NaN	0	5	2006	WD	Normal
1402	2863	20	RLD	75.0	13468.224220	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	6	5	2002	2002	Gable	SS	VinylSd	VinylSd	NaN	NaN	TA	TA	PC	Gd	TA	Av	GLQ	475.0	ALQ	297.0	142.0	914.0	GasA	Ex	Y	SBrkr	914	0	0	914	1.0	0.0	1	0	2	1	Gd	4	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	32	0	0	0	0	0	NaN	NaN	NaN	0	4	2006	WD	Normal
1403	2864	60	RLD	90.0	8886.679395	Paved	NaN	IR1	Lvl	AllPub	C	GS	Edwards	Norm	Norm	1Fam	2Story	7	5	2003	2005	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Ex	TA	No	Unf	0.0	Unf	0.0	1150.0	1150.0	GasA	Ex	Y	SBrkr	1164	1150	0	2314	0.0	0.0	2	1	3	1	Gd	9	TF	1	Ex	BuiltIn	2003.0	Fin	2.0	502.0	TA	TA	Y	0	274	0	0	0	0	NaN	NaN	NaN	0	2	2006	ConLD	Normal
1404	2865	180	RMD	35.0	7979.903601	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	NoRMD	NoRMD	TwnhsE	SFoyer	6	5	2005	2006	Gable	SS	VinylSd	VinylSd	BrkFace	82.0	TA	TA	PC	Gd	TA	Gd	GLQ	547.0	Unf	0.0	0.0	547.0	GasA	Gd	Y	SBrkr	1072	0	0	1072	1.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Basment	2005.0	Fin	2.0	525.0	TA	TA	Y	0	44	0	0	0	0	NaN	NaN	NaN	0	10	2006	New	Partial
1405	2866	160	RMD	24.0	9637.451098	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	NoRMD	NoRMD	Twnhs	2Story	7	5	2004	2004	Gable	SS	VinylSd	VinylSd	Stone	50.0	Gd	TA	PC	Gd	TA	No	Unf	0.0	Unf	0.0	970.0	970.0	GasA	Ex	Y	SBrkr	970	739	0	1709	0.0	0.0	2	0	3	1	Gd	7	MajD1	0	NaN	Detchd	2004.0	Unf	2.0	380.0	TA	TA	Y	0	40	0	0	0	0	NaN	NaN	NaN	0	5	2006	WD	NoRMDal
1406	2867	50	RLD	56.0	16595.197680	Paved	NaN	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1.5Fin	4	7	1948	1950	Gable	SS	VinylSd	VinylSd	None	0.0	TA	Gd	CB	Fa	TA	Mn	Unf	0.0	Unf	0.0	624.0	624.0	GasA	Ex	Y	SBrkr	624	312	0	936	0.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Attchd	1948.0	Unf	1.0	265.0	TA	Po	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	4	2006	WD	Normal
1407	2868	50	RLD	72.0	3158.929784	Paved	NaN	Reg	Bnk	AllPub	C	GS	Edwards	Artery	Norm	1Fam	1.5Fin	6	3	1915	1950	Gable	SS	AsbShng	AsbShng	None	0.0	TA	Fa	BT	Fa	Fa	No	Unf	0.0	Unf	0.0	832.0	832.0	GasA	TA	Y	FuseF	846	492	0	1338	0.0	0.0	2	0	3	1	TA	7	TF	0	NaN	Detchd	1974.0	Unf	2.0	528.0	TA	TA	N	0	0	208	0	0	0	NaN	GdPrv	NaN	0	5	2006	WD	AdjLand
1408	2869	50	RLD	62.0	6663.672335	Paved	NaN	Reg	Lvl	AllPub	FR2P	GS	Edwards	Feedr	Norm	1Fam	1.5Fin	4	5	1924	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	1093.0	1093.0	GasA	TA	N	FuseF	1093	576	0	1669	0.0	0.0	1	1	4	1	TA	9	MD2	0	NaN	Attchd	1924.0	Unf	1.0	288.0	Fa	TA	Y	0	0	56	0	0	0	NaN	NaN	NaN	0	5	2006	WD	AdjLand
1409	2870	20	RLD	60.0	8313.851288	Paved	NaN	IR1	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1Story	4	4	1954	1968	Hip	SS	Wd Sdng	Wd Sdng	BrkFace	60.0	TA	TA	CB	TA	TA	No	Rec	691.0	Unf	0.0	263.0	954.0	GasA	Ex	Y	SBrkr	1482	0	0	1482	0.0	1.0	2	0	3	1	TA	6	MD1	1	Gd	2Types	1956.0	Unf	2.0	609.0	TA	TA	Y	0	30	0	0	0	0	NaN	MnPrv	NaN	0	10	2006	WD	Abnorml
1410	2871	50	RLD	45.0	5038.268317	Paved	Grvl	Reg	Lvl	AllPub	I	GS	Edwards	Norm	Norm	1Fam	1.5Fin	4	4	1922	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	864.0	864.0	GasA	TA	N	SBrkr	964	0	450	1414	0.0	0.0	1	0	3	1	TA	8	TF	1	Gd	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	0	0	112	0	0	0	NaN	NaN	NaN	0	9	2006	COD	Abnorml
1411	2872	30	RLD	60.0	3347.269504	Paved	Grvl	Reg	Lvl	AllPub	I	GS	Edwards	Feedr	Norm	1Fam	1Story	2	3	1922	1955	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	498.0	498.0	GasA	TA	N	FuseF	498	0	0	498	0.0	0.0	1	0	1	1	TA	3	TF	0	NaN	Detchd	1922.0	Unf	1.0	216.0	Fa	Fa	N	0	0	100	0	0	0	NaN	NaN	NaN	0	2	2006	ConLD	Normal
1412	2873	50	RLD	76.0	11209.345720	Paved	NaN	Reg	Low	AllPub	I	MS	Edwards	Norm	Norm	1Fam	1.5Fin	4	7	1910	1993	Gable	SS	VinylSd	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	616.0	616.0	GasA	TA	N	SBrkr	1055	218	0	1273	0.0	0.0	1	0	3	1	Gd	5	MD2	0	NaN	Detchd	1910.0	Unf	1.0	275.0	TA	Fa	N	212	0	0	0	0	0	NaN	NaN	NaN	0	9	2006	WD	Normal
1413	2874	50	RLD	60.0	20977.785950	Paved	NaN	Reg	Lvl	AllPub	I	GS	SWISU	Norm	Norm	1Fam	1.5Fin	5	5	1938	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	Fa	TA	No	LwQ	930.0	Unf	0.0	128.0	1058.0	GasA	TA	Y	SBrkr	1058	493	0	1551	1.0	0.0	2	0	3	1	Fa	6	TF	0	NaN	Detchd	1938.0	Unf	1.0	240.0	Fa	TA	Y	0	0	0	0	0	0	NaN	MnPrv	NaN	0	7	2006	WD	Normal
1414	2875	190	RHD	58.0	12958.481070	Paved	NaN	Reg	Bnk	AllPub	C	GS	SWISU	Feedr	Norm	2fmCon	1.5Fin	6	6	1945	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	TA	TA	Av	BLQ	780.0	Unf	0.0	0.0	780.0	GasA	TA	N	FuseF	816	524	0	1340	1.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Attchd	1945.0	Unf	1.0	440.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	7	2006	WD	Abnorml
1415	2876	70	RLD	43.0	15551.878640	Paved	NaN	Reg	Lvl	AllPub	I	GS	SWISU	Feedr	Norm	1Fam	2Story	7	8	1926	1997	Gable	SS	Wd Sdng	Stucco	None	0.0	TA	TA	BT	TA	TA	No	ALQ	424.0	Unf	0.0	200.0	624.0	GasA	Ex	Y	SBrkr	743	736	0	1479	1.0	0.0	1	0	3	1	Gd	6	TF	2	Gd	Detchd	1926.0	Unf	1.0	312.0	TA	TA	Y	530	0	56	0	0	0	NaN	MnPrv	NaN	0	5	2006	WD	Normal
1416	2877	70	RLD	69.0	4155.901200	Paved	NaN	Reg	HLS	AllPub	C	GS	SWISU	Norm	Norm	1Fam	2Story	6	8	1920	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	PC	TA	TA	No	BLQ	305.0	Unf	0.0	450.0	755.0	GasA	Ex	Y	SBrkr	755	755	0	1510	0.0	0.0	1	0	3	1	TA	6	TF	0	NaN	Detchd	1920.0	Unf	1.0	216.0	TA	TA	Y	0	0	164	0	0	0	NaN	NaN	NaN	0	6	2006	WD	Normal
1417	2878	70	RLD	54.0	6200.995787	Paved	NaN	Reg	Bnk	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	2.5Unf	7	8	1919	1950	Gable	SS	MetalSd	Stucco	None	0.0	TA	TA	BT	TA	TA	Mn	Unf	0.0	Unf	0.0	818.0	818.0	GasA	TA	Y	SBrkr	818	818	0	1636	0.0	0.0	1	1	4	1	Gd	7	TF	1	Gd	Detchd	1919.0	Unf	1.0	288.0	Fa	TA	N	0	0	212	0	0	0	NaN	NaN	NaN	0	9	2006	WD	Abnorml
1418	2879	50	RLD	84.0	2749.139885	Paved	NaN	Reg	Bnk	AllPub	I	GS	SWISU	Norm	Norm	1Fam	1.5Fin	5	5	1939	1950	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	Fa	Av	LwQ	646.0	Unf	0.0	346.0	992.0	GasA	Fa	Y	SBrkr	992	473	0	1465	0.0	0.0	2	0	3	1	TA	6	TF	2	TA	Detchd	1939.0	Unf	1.0	240.0	TA	TA	Y	0	126	0	0	0	0	NaN	NaN	NaN	0	7	2006	WD	Normal
1419	2880	50	RLD	51.0	7734.870304	Paved	NaN	Reg	Lvl	AllPub	C	GS	SWISU	Norm	Norm	1Fam	1.5Fin	5	4	1941	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	Fa	Fa	No	LwQ	384.0	Unf	0.0	440.0	824.0	GasA	TA	N	SBrkr	824	464	0	1288	0.0	0.0	1	0	4	1	TA	6	TF	0	NaN	Detchd	1941.0	Unf	1.0	240.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	11	2006	WD	Normal
1420	2881	50	RLD	66.0	11733.333180	Paved	NaN	Reg	Lvl	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	2Story	6	5	1920	1950	Gable	SS	Wd Sdng	Wd Shng	None	0.0	TA	TA	PC	TA	Fa	No	Unf	0.0	Unf	0.0	817.0	817.0	GasA	Gd	Y	FuseF	940	610	0	1550	0.0	0.0	1	1	3	1	TA	7	MD2	1	TA	Detchd	1937.0	Unf	1.0	318.0	TA	TA	P	0	0	429	0	0	0	NaN	MnPrv	NaN	0	9	2006	WD	Normal
1421	2882	50	RLD	80.0	22644.930840	Paved	NaN	Reg	HLS	AllPub	I	MS	Crawfor	Norm	Norm	1Fam	1.5Fin	5	6	1940	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	CB	Gd	TA	Mn	BLQ	602.0	Unf	0.0	299.0	901.0	GasA	TA	Y	SBrkr	1125	592	0	1717	0.0	0.0	1	1	2	1	TA	7	TF	1	Gd	Attchd	1940.0	Unf	1.0	410.0	TA	TA	Y	0	0	0	0	113	0	NaN	NaN	NaN	0	2	2006	WD	Normal
1422	2883	50	RLD	81.0	7527.498044	Paved	NaN	IR1	Lvl	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	1.5Fin	7	7	1929	1950	Gable	SS	Stucco	Wd Sdng	BrkFace	270.0	Gd	Gd	BT	TA	TA	No	ALQ	526.0	Unf	0.0	496.0	1022.0	GasA	Ex	Y	FuseA	1122	549	0	1671	0.0	0.0	2	0	4	1	TA	7	TF	1	Gd	Detchd	1963.0	Unf	2.0	451.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	2	2006	WD	Normal
1423	2884	70	RLD	70.0	9045.288046	Paved	NaN	IR1	HLS	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	2Story	7	7	1932	1990	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	637.0	637.0	GasA	Ex	Y	SBrkr	959	650	0	1609	0.0	0.0	1	1	3	1	Gd	8	TF	2	Gd	2TFes	1963.0	Unf	3.0	579.0	TA	TA	Y	0	0	0	0	104	0	NaN	GdWo	NaN	0	5	2006	WD	Normal
1424	2885	70	RLD	70.0	2638.031025	Paved	NaN	IR1	Lvl	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	2Story	6	7	1930	1959	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	PC	TA	TA	No	Unf	0.0	Unf	0.0	697.0	697.0	GasA	Ex	Y	SBrkr	1104	697	0	1801	0.0	0.0	1	1	3	1	TA	8	TF	1	Gd	Attchd	1930.0	Unf	2.0	365.0	Fa	TA	Y	0	90	0	0	0	0	NaN	MnPrv	NaN	0	11	2006	WD	Normal
1425	2886	60	RLD	78.0	10142.749070	Paved	NaN	Reg	Lvl	AllPub	I	GS	Crawfor	Norm	Norm	1Fam	2Story	5	7	1950	1963	Gable	SS	Wd Sdng	Wd Sdng	BrkFace	405.0	TA	Gd	CB	Gd	TA	No	GLQ	760.0	Unf	0.0	408.0	1168.0	GasA	Gd	Y	SBrkr	1278	1037	0	2315	1.0	0.0	2	0	4	1	TA	9	TF	3	Gd	Attchd	1950.0	Fin	1.0	342.0	TA	TA	Y	0	0	0	0	192	0	NaN	NaN	NaN	0	7	2006	WD	Normal
1426	2887	30	RMD	50.0	6817.691510	Paved	NaN	Reg	Lvl	AllPub	I	GS	IDOTRR	Artery	NoRMD	1Fam	1Story	5	6	1942	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	CB	TA	TA	Mn	Rec	305.0	Unf	0.0	671.0	976.0	GasA	TA	N	SBrkr	976	0	0	976	1.0	0.0	1	0	2	1	TA	5	TF	0	NaN	Detchd	1942.0	Unf	1.0	215.0	TA	TA	N	160	0	0	0	0	0	NaN	NaN	NaN	0	8	2006	WD	AdjLand
1427	2888	50	RMD	50.0	15837.494650	Paved	NaN	Reg	Lvl	AllPub	I	GS	IDOTRR	NoRMD	NoRMD	1Fam	1.5Fin	6	7	1926	1950	Hip	SS	MetalSd	MetalSd	None	0.0	TA	TA	PC	TA	TA	No	ALQ	374.0	Unf	0.0	487.0	861.0	GasA	Ex	Y	SBrkr	861	424	0	1285	0.0	1.0	1	0	3	1	TA	6	TF	0	NaN	Detchd	1950.0	Fin	2.0	506.0	TA	TA	Y	96	0	132	0	0	0	NaN	MnPrv	NaN	0	5	2006	WD	NoRMDal
1428	2889	30	RMD	61.0	20536.644940	Paved	NaN	Reg	Low	AllPub	I	GS	IDOTRR	NoRMD	NoRMD	1Fam	1Story	4	4	1925	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	BT	Fa	TA	No	Unf	0.0	Unf	0.0	432.0	432.0	GasA	TA	N	FuseA	672	0	0	672	0.0	0.0	1	0	2	1	TA	4	MD1	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	0	0	112	0	0	0	NaN	GdWo	NaN	0	6	2006	WD	NoRMDal
1429	2890	30	RMD	50.0	3529.942182	Paved	NaN	Reg	Lvl	AllPub	I	GS	IDOTRR	NoRMD	NoRMD	1Fam	1Story	4	6	1925	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	BT	TA	TA	No	Unf	0.0	Unf	0.0	641.0	641.0	GasA	Gd	Y	SBrkr	641	0	0	641	0.0	0.0	1	0	2	1	Fa	4	TF	0	NaN	Detchd	1925.0	Unf	1.0	272.0	TA	TA	N	184	0	70	0	0	0	NaN	MnPrv	NaN	0	3	2006	WD	NoRMDal
1430	2891	50	RMD	75.0	13879.814950	Paved	NaN	Reg	Lvl	AllPub	I	GS	IDOTRR	NoRMD	NoRMD	1Fam	1.5Fin	6	5	1957	1957	Gable	SS	MetalSd	MetalSd	BrkFace	327.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	967.0	967.0	GasA	Gd	Y	SBrkr	967	671	0	1638	0.0	0.0	2	0	4	1	Gd	6	TF	0	NaN	Detchd	1957.0	Unf	1.0	384.0	TA	TA	Y	0	21	0	0	0	0	NaN	NaN	NaN	0	4	2006	WD	NoRMDal
1431	2892	30	Commer	69.0	15563.039710	Paved	NaN	Reg	Lvl	AllPub	I	GS	IDOTRR	Feedr	Norm	1Fam	1Story	3	5	1945	1950	Gable	SS	Wd Sdng	Wd Sdng	None	0.0	TA	TA	SL	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	TA	N	SBrkr	729	0	0	729	0.0	0.0	1	0	2	1	TA	5	Mod	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	0	0	23	0	0	0	NaN	NaN	NaN	0	10	2006	WD	Abnorml
1432	2893	190	Commer	50.0	11746.392930	Paved	NaN	Reg	Lvl	AllPub	I	GS	IDOTRR	Norm	Norm	2fmCon	1.5Fin	5	6	1951	1951	Gable	SS	WdShing	Wd Shng	None	0.0	Fa	Fa	CB	TA	TA	Mn	Unf	0.0	Unf	0.0	660.0	660.0	GasA	TA	N	SBrkr	1060	336	0	1396	0.0	0.0	2	0	4	2	TA	8	MD2	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	10	2006	WD	Abnorml
1433	2894	50	Commer	60.0	16987.068960	Gravel	NaN	Reg	Bnk	AllPub	I	GS	IDOTRR	Norm	Norm	1Fam	1.5Fin	3	5	1916	1950	Gable	SS	MetalSd	MetalSd	None	0.0	TA	TA	PC	Fa	Fa	No	Unf	0.0	Unf	0.0	216.0	216.0	GasA	Fa	N	SBrkr	576	360	0	936	0.0	0.0	1	0	2	1	TA	6	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	N	0	0	0	0	0	0	NaN	NaN	NaN	0	4	2006	WD	Normal
1434	2895	120	RMD	41.0	14445.525360	Paved	NaN	IR1	HLS	AllPub	I	MS	Crawfor	NoRMD	NoRMD	TwnhsE	1Story	8	5	2005	2006	Hip	SS	CemntBd	CmentBd	Stone	473.0	Gd	TA	PC	Ex	TA	Gd	GLQ	1573.0	Unf	0.0	0.0	1573.0	GasA	Ex	Y	SBrkr	1778	0	0	1778	2.0	0.0	2	0	2	1	Ex	5	TF	1	Gd	Attchd	2005.0	Fin	2.0	495.0	TA	TA	Y	123	53	0	0	153	0	NaN	NaN	NaN	0	2	2006	New	Partial
1435	2896	120	RMD	44.0	16560.673130	Paved	NaN	IR1	HLS	AllPub	I	MS	Crawfor	NoRMD	NoRMD	TwnhsE	1Story	8	5	2004	2005	Hip	SS	CemntBd	CmentBd	Stone	186.0	Gd	TA	PC	Ex	TA	Gd	GLQ	1564.0	Unf	0.0	30.0	1594.0	GasA	Ex	Y	SBrkr	1646	0	0	1646	1.0	1.0	2	0	2	1	Gd	5	TF	1	Gd	Attchd	2004.0	Fin	2.0	525.0	TA	TA	Y	128	53	0	0	155	0	NaN	NaN	NaN	0	12	2006	WD	NoRMDal
1436	2897	20	RLD	69.0	6355.595074	Paved	NaN	IR1	Lvl	AllPub	I	MS	Mitchel	Norm	Norm	1Fam	1Story	6	6	1979	1979	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	Gd	TA	Gd	GLQ	776.0	Unf	0.0	849.0	1625.0	GasA	TA	Y	SBrkr	1625	0	0	1625	0.0	1.0	2	0	3	1	Fa	6	TF	1	TA	Attchd	1979.0	Fin	2.0	576.0	TA	TA	Y	136	28	0	0	0	0	NaN	NaN	NaN	0	9	2006	WD	Normal
1437	2898	90	RLD	65.0	7054.325105	Paved	NaN	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	Duplex	1Story	6	5	1978	1978	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	TA	TA	Mn	Unf	0.0	Unf	0.0	1664.0	1664.0	GasA	TA	Y	SBrkr	1664	0	0	1664	0.0	0.0	2	0	4	2	TA	10	TF	0	NaN	2TFes	1978.0	Unf	2.0	616.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	10	2006	WD	Normal
1438	2899	20	RLD	70.0	14551.673060	Paved	NaN	Reg	Lvl	AllPub	C	GS	Mitchel	Norm	Norm	1Fam	1Story	8	5	2001	2001	Hip	SS	VinylSd	VinylSd	None	0.0	Gd	TA	PC	Ex	TA	No	Unf	0.0	Unf	0.0	1491.0	1491.0	GasA	Ex	Y	SBrkr	1491	0	0	1491	0.0	0.0	2	0	3	1	Gd	7	TF	0	NaN	Attchd	2001.0	RFn	2.0	490.0	TA	TA	Y	120	100	0	0	0	0	NaN	NaN	NaN	0	5	2006	WD	Normal
1439	2900	80	RLD	140.0	10396.561390	Paved	NaN	Reg	Lvl	AllPub	C	GS	Mitchel	Norm	Norm	1Fam	SLvl	6	6	1975	1975	Gable	SS	Plywood	Plywood	BrkFace	257.0	TA	TA	CB	TA	TA	Av	GLQ	576.0	Unf	0.0	552.0	1128.0	GasA	TA	Y	SBrkr	1210	0	0	1210	1.0	0.0	2	0	3	1	TA	6	TF	0	NaN	Attchd	1975.0	Unf	2.0	528.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	5	2006	WD	Normal
1440	2901	20	RLD	NaN	13060.101140	Paved	NaN	IR1	Low	AllPub	I	MS	Timber	Norm	Norm	1Fam	1Story	6	5	1958	1958	Gable	TG	Plywood	Plywood	None	0.0	TA	TA	CB	Gd	TA	Gd	BLQ	909.0	Unf	0.0	723.0	1632.0	GasA	TA	Y	SBrkr	1650	0	0	1650	1.0	0.0	1	0	2	1	TA	6	TF	2	Gd	Attchd	1958.0	Unf	2.0	518.0	TA	TA	Y	0	0	0	0	138	0	NaN	NaN	NaN	0	3	2006	WD	Alloca
1441	2902	20	RLD	NaN	7574.406502	Paved	NaN	IR1	Lvl	AllPub	I	GS	Timber	Norm	Norm	1Fam	1Story	6	5	2000	2000	Gable	SS	VinylSd	VinylSd	None	0.0	Gd	TA	W	Gd	TA	Av	GLQ	1136.0	BLQ	116.0	129.0	1381.0	GasA	Ex	Y	SBrkr	1403	0	0	1403	1.0	0.0	2	0	2	1	Gd	5	TF	0	NaN	Attchd	2000.0	Unf	2.0	470.0	TA	TA	Y	0	173	0	0	0	0	NaN	NaN	NaN	0	10	2006	WD	Normal
1442	2903	20	RLD	95.0	12730.672620	Paved	NaN	Reg	Lvl	AllPub	C	GS	Timber	Norm	Norm	1Fam	1Story	8	5	2005	2006	Gable	SS	VinylSd	VinylSd	Stone	198.0	Gd	TA	PC	Ex	Gd	Av	GLQ	1350.0	Unf	0.0	378.0	1728.0	GasA	Ex	Y	SBrkr	1960	0	0	1960	1.0	0.0	2	0	3	1	Gd	8	TF	2	Gd	Attchd	2005.0	Fin	3.0	714.0	TA	TA	Y	172	38	0	0	0	0	NaN	NaN	NaN	0	11	2006	New	Partial
1443	2904	20	RLD	88.0	7169.013630	Paved	NaN	Reg	Lvl	AllPub	I	GS	Timber	Norm	Norm	1Fam	1Story	9	5	2005	2006	Hip	SS	VinylSd	VinylSd	BrkFace	382.0	Ex	TA	PC	Gd	TA	Gd	GLQ	1455.0	Unf	0.0	383.0	1838.0	GasA	Ex	Y	SBrkr	1838	0	0	1838	1.0	0.0	2	0	3	1	Ex	9	TF	1	Gd	Attchd	2005.0	Fin	3.0	682.0	TA	TA	Y	161	225	0	0	0	0	NaN	NaN	NaN	0	9	2006	New	Partial
1444	2905	20	NaN	125.0	11904.476660	Paved	NaN	Reg	Lvl	AllPub	I	GS	Mitchel	Artery	Norm	1Fam	1Story	1	3	1951	1951	Gable	SS	CB	VinylSd	None	0.0	TA	Fa	CB	NaN	NaN	NaN	NaN	0.0	NaN	0.0	0.0	0.0	GasA	TA	Y	FuseA	1600	0	0	1600	0.0	0.0	1	1	3	1	TA	6	Mod	0	NaN	Attchd	1951.0	Unf	1.0	270.0	Fa	TA	N	0	0	135	0	0	0	NaN	NaN	NaN	0	5	2006	WD	Normal
1445	2906	90	RMD	78.0	16515.557830	Paved	NaN	Reg	Lvl	AllPub	I	GS	Mitchel	NoRMD	NoRMD	Duplex	SFoyer	7	5	1997	1997	Gable	SS	MetalSd	MetalSd	BrkFace	200.0	TA	Gd	PC	Gd	TA	Gd	GLQ	1243.0	Unf	0.0	45.0	1288.0	GasA	Gd	Y	SBrkr	1368	0	0	1368	2.0	0.0	2	0	2	2	TA	8	TF	0	NaN	Attchd	1997.0	Fin	4.0	784.0	TA	TA	Y	0	48	0	0	0	0	NaN	NaN	NaN	0	11	2006	WD	NoRMDal
1446	2907	160	RMD	41.0	12621.591070	Paved	NaN	Reg	Lvl	AllPub	I	GS	MeadowV	NoRMD	NoRMD	TwnhsE	2Story	5	6	1977	1977	Gable	SS	CemntBd	CmentBd	None	0.0	TA	TA	PC	Gd	TA	Mn	Unf	0.0	Unf	0.0	264.0	264.0	GasA	TA	Y	SBrkr	616	688	0	1304	0.0	0.0	1	1	3	1	TA	5	TF	1	TA	BuiltIn	1977.0	RFn	1.0	336.0	TA	TA	Y	141	0	0	0	0	0	NaN	NaN	NaN	0	5	2006	WD	NoRMDal
1447	2908	20	RLD	58.0	6035.426043	Paved	NaN	IR1	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	1Story	5	7	1968	2003	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	TA	TA	No	ALQ	441.0	Unf	0.0	423.0	864.0	GasA	Ex	Y	SBrkr	874	0	0	874	1.0	0.0	1	0	3	1	TA	5	TF	0	NaN	Attchd	1968.0	RFn	1.0	288.0	TA	TA	Y	0	120	0	0	0	0	NaN	NaN	NaN	0	10	2006	WD	Normal
1448	2909	90	RLD	NaN	11148.037550	Paved	NaN	IR1	Lvl	AllPub	C	GS	Mitchel	Norm	Norm	Duplex	1Story	5	5	1970	1970	Gable	SS	Plywood	Plywood	None	0.0	TA	TA	CB	TA	TA	No	BLQ	149.0	Unf	0.0	1503.0	1652.0	GasA	TA	Y	SBrkr	1652	0	0	1652	0.0	0.0	2	0	4	2	TA	8	TF	0	NaN	2TFes	1970.0	Unf	3.0	928.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	3	2006	WD	Normal
1449	2910	180	RMD	21.0	594.221288	Paved	NaN	Reg	Lvl	AllPub	I	GS	MeadowV	NoRMD	NoRMD	Twnhs	SFoyer	4	6	1970	1970	Gable	SS	CemntBd	CmentBd	None	0.0	TA	TA	CB	Gd	TA	Av	GLQ	522.0	Unf	0.0	108.0	630.0	GasA	TA	Y	SBrkr	630	0	0	630	1.0	0.0	1	0	1	1	TA	3	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	4	2006	WD	NoRMDal
1450	2911	160	RMD	21.0	17691.868270	Paved	NaN	Reg	Lvl	AllPub	I	GS	MeadowV	NoRMD	NoRMD	TwnhsE	2Story	4	4	1972	1972	Gable	SS	CemntBd	CmentBd	None	0.0	TA	TA	CB	TA	TA	No	Rec	252.0	Unf	0.0	294.0	546.0	GasA	TA	Y	SBrkr	546	546	0	1092	0.0	0.0	1	1	3	1	TA	5	TF	0	NaN	Attchd	1972.0	Unf	1.0	253.0	TA	Fa	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	5	2006	WD	NoRMDal
1451	2912	20	RLD	80.0	17795.736390	Paved	NaN	Reg	Lvl	AllPub	I	MS	Mitchel	Norm	Norm	1Fam	1Story	5	5	1969	1979	Gable	SS	Plywood	Plywood	BrkFace	194.0	TA	TA	PC	TA	TA	Av	Rec	119.0	BLQ	344.0	641.0	1104.0	GasA	Fa	Y	SBrkr	1360	0	0	1360	1.0	0.0	1	0	3	1	TA	8	TF	1	TA	Attchd	1969.0	RFn	1.0	336.0	TA	TA	Y	160	0	0	0	0	0	NaN	NaN	NaN	0	5	2006	WD	Normal
1452	2913	160	RMD	21.0	12104.290990	Paved	NaN	Reg	Lvl	AllPub	I	GS	MeadowV	NoRMD	NoRMD	Twnhs	2Story	4	5	1970	1970	Gable	SS	CemntBd	CmentBd	None	0.0	TA	TA	CB	TA	TA	No	Rec	408.0	Unf	0.0	138.0	546.0	GasA	TA	Y	SBrkr	546	546	0	1092	0.0	0.0	1	1	3	1	TA	5	TF	0	NaN	CarPort	1970.0	Unf	1.0	286.0	TA	TA	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	12	2006	WD	AbnoRMDl
1453	2914	160	RMD	21.0	20033.272180	Paved	NaN	Reg	Lvl	AllPub	I	GS	MeadowV	NoRMD	NoRMD	Twnhs	2Story	4	5	1970	1970	Gable	SS	CemntBd	CmentBd	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	546.0	546.0	GasA	TA	Y	SBrkr	546	546	0	1092	0.0	0.0	1	1	3	1	TA	5	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	Y	0	34	0	0	0	0	NaN	GdPrv	NaN	0	6	2006	WD	NoRMDal
1454	2915	160	RMD	21.0	14584.838440	Paved	NaN	Reg	Lvl	AllPub	I	GS	MeadowV	NoRMD	NoRMD	Twnhs	2Story	4	7	1970	1970	Gable	SS	CemntBd	CmentBd	None	0.0	TA	TA	CB	TA	TA	No	Unf	0.0	Unf	0.0	546.0	546.0	GasA	Gd	Y	SBrkr	546	546	0	1092	0.0	0.0	1	1	3	1	TA	5	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	Y	0	0	0	0	0	0	NaN	NaN	NaN	0	6	2006	WD	NoRMDal
1455	2916	160	RMD	21.0	8072.991379	Paved	NaN	Reg	Lvl	AllPub	I	GS	MeadowV	NoRMD	NoRMD	TwnhsE	2Story	4	5	1970	1970	Gable	SS	CemntBd	CmentBd	None	0.0	TA	TA	CB	TA	TA	No	Rec	252.0	Unf	0.0	294.0	546.0	GasA	TA	Y	SBrkr	546	546	0	1092	0.0	0.0	1	1	3	1	TA	6	TF	0	NaN	CarPort	1970.0	Unf	1.0	286.0	TA	TA	Y	0	24	0	0	0	0	NaN	NaN	NaN	0	4	2006	WD	AbnoRMDl
1456	2917	20	RLD	160.0	7367.775348	Paved	NaN	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	1Story	5	7	1960	1996	Gable	SS	VinylSd	VinylSd	None	0.0	TA	TA	CB	TA	TA	No	ALQ	1224.0	Unf	0.0	0.0	1224.0	GasA	Ex	Y	SBrkr	1224	0	0	1224	1.0	0.0	1	0	4	1	TA	7	TF	1	TA	Detchd	1960.0	Unf	2.0	576.0	TA	TA	Y	474	0	0	0	0	0	NaN	NaN	NaN	0	9	2006	WD	Abnorml
1457	2918	85	RLD	62.0	2203.135444	Paved	NaN	Reg	Lvl	AllPub	I	GS	Mitchel	Norm	Norm	1Fam	SFoyer	5	5	1992	1992	Gable	SS	HdBoard	Wd Shng	None	0.0	TA	TA	PC	Gd	TA	Av	GLQ	337.0	Unf	0.0	575.0	912.0	GasA	TA	Y	SBrkr	970	0	0	970	0.0	1.0	1	0	3	1	TA	6	TF	0	NaN	NaN	NaN	NaN	0.0	0.0	NaN	NaN	Y	80	32	0	0	0	0	NaN	MnPrv	Shed	700	7	2006	WD	Normal
1458	2919	60	RLD	74.0	6253.431852	Paved	NaN	Reg	Lvl	AllPub	I	MS	Mitchel	Norm	Norm	1Fam	2Story	7	5	1993	1994	Gable	SS	HdBoard	HdBoard	BrkFace	94.0	TA	TA	PC	Gd	TA	Av	LwQ	758.0	Unf	0.0	238.0	996.0	GasA	Ex	Y	SBrkr	996	1004	0	2000	0.0	0.0	2	1	3	1	TA	9	TF	1	TA	Attchd	1993.0	Fin	3.0	650.0	TA	TA	Y	190	48	0	0	0	0	NaN	NaN	NaN	0	11	2006	WD	Normal

test1.info()

<class 'pandas.core.frame.DataFrame'>
RangeIndex: 1459 entries, 0 to 1458
Data columns (total 80 columns):
 #   Column                     Non-Null Count  Dtype  
---  ------                     --------------  -----  
 0   Id                         1459 non-null   int64  
 1   Building_Class             1459 non-null   int64  
 2   Zoning_Class               1455 non-null   object 
 3   Lot_Extent                 1232 non-null   float64
 4   Lot_Size                   1459 non-null   float64
 5   Road_Type                  1459 non-null   object 
 6   Lane_Type                  107 non-null    object 
 7   Property_Shape             1459 non-null   object 
 8   Land_Outline               1459 non-null   object 
 9   Utility_Type               1457 non-null   object 
 10  Lot_Configuration          1459 non-null   object 
 11  Property_Slope             1459 non-null   object 
 12  Neighborhood               1459 non-null   object 
 13  Condition1                 1459 non-null   object 
 14  Condition2                 1459 non-null   object 
 15  House_Type                 1459 non-null   object 
 16  House_Design               1459 non-null   object 
 17  Overall_Material           1459 non-null   int64  
 18  House_Condition            1459 non-null   int64  
 19  Construction_Year          1459 non-null   int64  
 20  Remodel_Year               1459 non-null   int64  
 21  Roof_Design                1459 non-null   object 
 22  Roof_Quality               1459 non-null   object 
 23  Exterior1st                1458 non-null   object 
 24  Exterior2nd                1458 non-null   object 
 25  Brick_Veneer_Type          1443 non-null   object 
 26  Brick_Veneer_Area          1444 non-null   float64
 27  Exterior_Material          1459 non-null   object 
 28  Exterior_Condition         1459 non-null   object 
 29  Foundation_Type            1459 non-null   object 
 30  Basement_Height            1415 non-null   object 
 31  Basement_Condition         1414 non-null   object 
 32  Exposure_Level             1415 non-null   object 
 33  BsmtFinType1               1417 non-null   object 
 34  BsmtFinSF1                 1458 non-null   float64
 35  BsmtFinType2               1417 non-null   object 
 36  BsmtFinSF2                 1458 non-null   float64
 37  BsmtUnfSF                  1458 non-null   float64
 38  Total_Basement_Area        1458 non-null   float64
 39  Heating_Type               1459 non-null   object 
 40  Heating_Quality            1459 non-null   object 
 41  Air_Conditioning           1459 non-null   object 
 42  Electrical_System          1459 non-null   object 
 43  First_Floor_Area           1459 non-null   int64  
 44  Second_Floor_Area          1459 non-null   int64  
 45  LowQualFinSF               1459 non-null   int64  
 46  Grade_Living_Area          1459 non-null   int64  
 47  Underground_Full_Bathroom  1457 non-null   float64
 48  Underground_Half_Bathroom  1457 non-null   float64
 49  Full_Bathroom_Above_Grade  1459 non-null   int64  
 50  Half_Bathroom_Above_Grade  1459 non-null   int64  
 51  Bedroom_Above_Grade        1459 non-null   int64  
 52  Kitchen_Above_Grade        1459 non-null   int64  
 53  Kitchen_Quality            1458 non-null   object 
 54  Rooms_Above_Grade          1459 non-null   int64  
 55  Functional_Rate            1457 non-null   object 
 56  Fireplaces                 1459 non-null   int64  
 57  Fireplace_Quality          729 non-null    object 
 58  Garage                     1383 non-null   object 
 59  Garage_Built_Year          1381 non-null   float64
 60  Garage_Finish_Year         1381 non-null   object 
 61  Garage_Size                1458 non-null   float64
 62  Garage_Area                1458 non-null   float64
 63  Garage_Quality             1381 non-null   object 
 64  Garage_Condition           1381 non-null   object 
 65  Pavedd_Drive               1459 non-null   object 
 66  W_Deck_Area                1459 non-null   int64  
 67  Open_Lobby_Area            1459 non-null   int64  
 68  Enclosed_Lobby_Area        1459 non-null   int64  
 69  Three_Season_Lobby_Area    1459 non-null   int64  
 70  Screen_Lobby_Area          1459 non-null   int64  
 71  Pool_Area                  1459 non-null   int64  
 72  Pool_Quality               3 non-null      object 
 73  Fence_Quality              290 non-null    object 
 74  Miscellaneous_Feature      51 non-null     object 
 75  Miscellaneous_Value        1459 non-null   int64  
 76  Month_Sold                 1459 non-null   int64  
 77  Year_Sold                  1459 non-null   int64  
 78  Sale_Type                  1458 non-null   object 
 79  Sale_Condition             1459 non-null   object 
dtypes: float64(12), int64(25), object(43)
memory usage: 912.0+ KB

test1.shape

(1459, 80)

test1.describe() 

	Id	Building_Class	Lot_Extent	Lot_Size	Overall_Material	House_Condition	Construction_Year	Remodel_Year	Brick_Veneer_Area	BsmtFinSF1	BsmtFinSF2	BsmtUnfSF	Total_Basement_Area	First_Floor_Area	Second_Floor_Area	LowQualFinSF	Grade_Living_Area	Underground_Full_Bathroom	Underground_Half_Bathroom	Full_Bathroom_Above_Grade	Half_Bathroom_Above_Grade	Bedroom_Above_Grade	Kitchen_Above_Grade	Rooms_Above_Grade	Fireplaces	Garage_Built_Year	Garage_Size	Garage_Area	W_Deck_Area	Open_Lobby_Area	Enclosed_Lobby_Area	Three_Season_Lobby_Area	Screen_Lobby_Area	Pool_Area	Miscellaneous_Value	Month_Sold	Year_Sold
count	1459.000000	1459.000000	1232.000000	1459.000000	1459.000000	1459.000000	1459.000000	1459.000000	1444.000000	1458.000000	1458.000000	1458.000000	1458.000000	1459.000000	1459.000000	1459.000000	1459.000000	1457.000000	1457.000000	1459.000000	1459.000000	1459.000000	1459.000000	1459.000000	1459.00000	1381.000000	1458.000000	1458.000000	1459.000000	1459.000000	1459.000000	1459.000000	1459.000000	1459.000000	1459.000000	1459.000000	1459.000000
mean	2190.000000	57.378341	68.580357	9872.044418	6.078821	5.553804	1971.357779	1983.662783	100.709141	439.203704	52.619342	554.294925	1046.117970	1156.534613	325.967786	3.543523	1486.045922	0.434454	0.065202	1.570939	0.377656	2.854010	1.042495	6.385195	0.58122	1977.721217	1.766118	472.768861	93.174777	48.313914	24.243317	1.794380	17.064428	1.744345	58.167923	6.104181	2007.769705
std	421.321334	42.746880	22.376841	4960.234751	1.436812	1.113740	30.390071	21.130467	177.625900	455.268042	176.753926	437.260486	442.898624	398.165820	420.610226	44.043251	485.566099	0.530648	0.252468	0.555190	0.503017	0.829788	0.208472	1.508895	0.64742	26.431175	0.775945	217.048611	127.744882	68.883364	67.227765	20.207842	56.609763	30.491646	630.806978	2.722432	1.301740
min	1461.000000	20.000000	21.000000	-4265.104479	1.000000	1.000000	1879.000000	1950.000000	0.000000	0.000000	0.000000	0.000000	0.000000	407.000000	0.000000	0.000000	407.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	3.000000	0.00000	1895.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	1.000000	2006.000000
25%	1825.500000	20.000000	58.000000	6351.984222	5.000000	5.000000	1953.000000	1963.000000	0.000000	0.000000	0.000000	219.250000	784.000000	873.500000	0.000000	0.000000	1117.500000	0.000000	0.000000	1.000000	0.000000	2.000000	1.000000	5.000000	0.00000	1959.000000	1.000000	318.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	4.000000	2007.000000
50%	2190.000000	50.000000	67.000000	9784.907361	6.000000	5.000000	1973.000000	1992.000000	0.000000	350.500000	0.000000	460.000000	988.000000	1079.000000	0.000000	0.000000	1432.000000	0.000000	0.000000	2.000000	0.000000	3.000000	1.000000	6.000000	0.00000	1979.000000	2.000000	480.000000	0.000000	28.000000	0.000000	0.000000	0.000000	0.000000	0.000000	6.000000	2008.000000
75%	2554.500000	70.000000	80.000000	13208.971525	7.000000	6.000000	2001.000000	2004.000000	164.000000	753.500000	0.000000	797.750000	1305.000000	1382.500000	676.000000	0.000000	1721.000000	1.000000	0.000000	2.000000	1.000000	3.000000	1.000000	7.000000	1.00000	2002.000000	2.000000	576.000000	168.000000	72.000000	0.000000	0.000000	0.000000	0.000000	0.000000	8.000000	2009.000000
max	2919.000000	190.000000	200.000000	26126.190300	10.000000	9.000000	2010.000000	2010.000000	1290.000000	4010.000000	1526.000000	2140.000000	5095.000000	5095.000000	1862.000000	1064.000000	5095.000000	3.000000	2.000000	4.000000	2.000000	6.000000	2.000000	15.000000	4.00000	2207.000000	5.000000	1488.000000	1424.000000	742.000000	1012.000000	360.000000	576.000000	800.000000	17000.000000	12.000000	2010.000000

test1.shape

(1459, 80)

int_features =test1.select_dtypes(include=["int64"]).columns 
print("Total Number of integer features : ", int_features.shape[0])
print("integer features names:", int_features.tolist())

float_features =test1.select_dtypes(include=["float64"]).columns 
print("Total Number of floating  features : ", float_features.shape[0])
print("floating features names:", float_features.tolist())

cat_features =test1.select_dtypes(include=["object"]).columns 
print("Total Number of catagorical  features : ", cat_features.shape[0])
print("catagorical features names:", cat_features.tolist())

Total Number of integer features :  25
integer features names: ['Id', 'Building_Class', 'Overall_Material', 'House_Condition', 'Construction_Year', 'Remodel_Year', 'First_Floor_Area', 'Second_Floor_Area', 'LowQualFinSF', 'Grade_Living_Area', 'Full_Bathroom_Above_Grade', 'Half_Bathroom_Above_Grade', 'Bedroom_Above_Grade', 'Kitchen_Above_Grade', 'Rooms_Above_Grade', 'Fireplaces', 'W_Deck_Area', 'Open_Lobby_Area', 'Enclosed_Lobby_Area', 'Three_Season_Lobby_Area', 'Screen_Lobby_Area', 'Pool_Area', 'Miscellaneous_Value', 'Month_Sold', 'Year_Sold']
Total Number of floating  features :  12
floating features names: ['Lot_Extent', 'Lot_Size', 'Brick_Veneer_Area', 'BsmtFinSF1', 'BsmtFinSF2', 'BsmtUnfSF', 'Total_Basement_Area', 'Underground_Full_Bathroom', 'Underground_Half_Bathroom', 'Garage_Built_Year', 'Garage_Size', 'Garage_Area']
Total Number of catagorical  features :  43
catagorical features names: ['Zoning_Class', 'Road_Type', 'Lane_Type', 'Property_Shape', 'Land_Outline', 'Utility_Type', 'Lot_Configuration', 'Property_Slope', 'Neighborhood', 'Condition1', 'Condition2', 'House_Type', 'House_Design', 'Roof_Design', 'Roof_Quality', 'Exterior1st', 'Exterior2nd', 'Brick_Veneer_Type', 'Exterior_Material', 'Exterior_Condition', 'Foundation_Type', 'Basement_Height', 'Basement_Condition', 'Exposure_Level', 'BsmtFinType1', 'BsmtFinType2', 'Heating_Type', 'Heating_Quality', 'Air_Conditioning', 'Electrical_System', 'Kitchen_Quality', 'Functional_Rate', 'Fireplace_Quality', 'Garage', 'Garage_Finish_Year', 'Garage_Quality', 'Garage_Condition', 'Pavedd_Drive', 'Pool_Quality', 'Fence_Quality', 'Miscellaneous_Feature', 'Sale_Type', 'Sale_Condition']

test2=test1.copy()
test2.shape

(1459, 80)

Null Values

test2.isnull().sum()

Id                              0
Building_Class                  0
Zoning_Class                    4
Lot_Extent                    227
Lot_Size                        0
Road_Type                       0
Lane_Type                    1352
Property_Shape                  0
Land_Outline                    0
Utility_Type                    2
Lot_Configuration               0
Property_Slope                  0
Neighborhood                    0
Condition1                      0
Condition2                      0
House_Type                      0
House_Design                    0
Overall_Material                0
House_Condition                 0
Construction_Year               0
Remodel_Year                    0
Roof_Design                     0
Roof_Quality                    0
Exterior1st                     1
Exterior2nd                     1
Brick_Veneer_Type              16
Brick_Veneer_Area              15
Exterior_Material               0
Exterior_Condition              0
Foundation_Type                 0
Basement_Height                44
Basement_Condition             45
Exposure_Level                 44
BsmtFinType1                   42
BsmtFinSF1                      1
BsmtFinType2                   42
BsmtFinSF2                      1
BsmtUnfSF                       1
Total_Basement_Area             1
Heating_Type                    0
Heating_Quality                 0
Air_Conditioning                0
Electrical_System               0
First_Floor_Area                0
Second_Floor_Area               0
LowQualFinSF                    0
Grade_Living_Area               0
Underground_Full_Bathroom       2
Underground_Half_Bathroom       2
Full_Bathroom_Above_Grade       0
Half_Bathroom_Above_Grade       0
Bedroom_Above_Grade             0
Kitchen_Above_Grade             0
Kitchen_Quality                 1
Rooms_Above_Grade               0
Functional_Rate                 2
Fireplaces                      0
Fireplace_Quality             730
Garage                         76
Garage_Built_Year              78
Garage_Finish_Year             78
Garage_Size                     1
Garage_Area                     1
Garage_Quality                 78
Garage_Condition               78
Pavedd_Drive                    0
W_Deck_Area                     0
Open_Lobby_Area                 0
Enclosed_Lobby_Area             0
Three_Season_Lobby_Area         0
Screen_Lobby_Area               0
Pool_Area                       0
Pool_Quality                 1456
Fence_Quality                1169
Miscellaneous_Feature        1408
Miscellaneous_Value             0
Month_Sold                      0
Year_Sold                       0
Sale_Type                       1
Sale_Condition                  0
dtype: int64

null_varr=test2.isnull().sum()/test2.shape[0]*100
null_varr

Id                            0.000000
Building_Class                0.000000
Zoning_Class                  0.274160
Lot_Extent                   15.558602
Lot_Size                      0.000000
Road_Type                     0.000000
Lane_Type                    92.666210
Property_Shape                0.000000
Land_Outline                  0.000000
Utility_Type                  0.137080
Lot_Configuration             0.000000
Property_Slope                0.000000
Neighborhood                  0.000000
Condition1                    0.000000
Condition2                    0.000000
House_Type                    0.000000
House_Design                  0.000000
Overall_Material              0.000000
House_Condition               0.000000
Construction_Year             0.000000
Remodel_Year                  0.000000
Roof_Design                   0.000000
Roof_Quality                  0.000000
Exterior1st                   0.068540
Exterior2nd                   0.068540
Brick_Veneer_Type             1.096642
Brick_Veneer_Area             1.028101
Exterior_Material             0.000000
Exterior_Condition            0.000000
Foundation_Type               0.000000
Basement_Height               3.015764
Basement_Condition            3.084304
Exposure_Level                3.015764
BsmtFinType1                  2.878684
BsmtFinSF1                    0.068540
BsmtFinType2                  2.878684
BsmtFinSF2                    0.068540
BsmtUnfSF                     0.068540
Total_Basement_Area           0.068540
Heating_Type                  0.000000
Heating_Quality               0.000000
Air_Conditioning              0.000000
Electrical_System             0.000000
First_Floor_Area              0.000000
Second_Floor_Area             0.000000
LowQualFinSF                  0.000000
Grade_Living_Area             0.000000
Underground_Full_Bathroom     0.137080
Underground_Half_Bathroom     0.137080
Full_Bathroom_Above_Grade     0.000000
Half_Bathroom_Above_Grade     0.000000
Bedroom_Above_Grade           0.000000
Kitchen_Above_Grade           0.000000
Kitchen_Quality               0.068540
Rooms_Above_Grade             0.000000
Functional_Rate               0.137080
Fireplaces                    0.000000
Fireplace_Quality            50.034270
Garage                        5.209047
Garage_Built_Year             5.346127
Garage_Finish_Year            5.346127
Garage_Size                   0.068540
Garage_Area                   0.068540
Garage_Quality                5.346127
Garage_Condition              5.346127
Pavedd_Drive                  0.000000
W_Deck_Area                   0.000000
Open_Lobby_Area               0.000000
Enclosed_Lobby_Area           0.000000
Three_Season_Lobby_Area       0.000000
Screen_Lobby_Area             0.000000
Pool_Area                     0.000000
Pool_Quality                 99.794380
Fence_Quality                80.123372
Miscellaneous_Feature        96.504455
Miscellaneous_Value           0.000000
Month_Sold                    0.000000
Year_Sold                     0.000000
Sale_Type                     0.068540
Sale_Condition                0.000000
dtype: float64

null_varr[null_varr>17].keys()

Index(['Lane_Type', 'Fireplace_Quality', 'Pool_Quality', 'Fence_Quality',
       'Miscellaneous_Feature'],
      dtype='object')

test2=test2.drop(["Lane_Type","Fireplace_Quality","Pool_Quality","Fence_Quality","Miscellaneous_Feature"],axis=1)
#test2

test2.Lot_Extent.value_counts()
test2.Lot_Extent=test2.Lot_Extent.fillna(test2.Lot_Extent.median())

test2.Zoning_Class.value_counts()
test2.Zoning_Class=test2.Zoning_Class.fillna("RHD")

test2.Utility_Type.value_counts()
test2.Utility_Type=test2.Utility_Type.fillna("AllPub")

test2.Exterior1st.value_counts()
test2.Exterior1st=test2.Exterior1st.fillna("CB")

test2.Exterior1st=test2.Exterior1st.fillna("CB")

test2.Exterior2nd.value_counts()
test2.Exterior2nd=test2.Exterior2nd.fillna("Stone")

test2.Brick_Veneer_Type.value_counts()
test2.Brick_Veneer_Type=test2.Brick_Veneer_Type.fillna("Stone")

test2.Brick_Veneer_Area.value_counts()
test2.Brick_Veneer_Area=test2.Brick_Veneer_Area.fillna(test2.Brick_Veneer_Area.median())

test2.Basement_Height.value_counts()
test2.Basement_Height=test2.Basement_Height.fillna("Fa")

test2.Basement_Condition.value_counts()
test2.Basement_Condition=test2.Basement_Condition.fillna("Fa")

test2.Exposure_Level.value_counts()
test2.Exposure_Level=test2.Exposure_Level.fillna("Mn")

test2.BsmtFinType1.value_counts()
test2.BsmtFinType1=test2.BsmtFinType1.fillna("LwQ")

test2.BsmtFinSF1.value_counts()
test2.BsmtFinSF1=test2.BsmtFinSF1.fillna(test2.BsmtFinSF1.median())

test2.BsmtFinType2.value_counts()
test2.BsmtFinType2=test2.BsmtFinType2.fillna("Rec")

test2.BsmtFinSF2.value_counts()
test2.BsmtFinSF2=test2.BsmtFinSF2.fillna(test2.BsmtFinSF2.median())

test2.BsmtUnfSF.value_counts()
test2.BsmtUnfSF=test2.BsmtUnfSF.fillna(test2.BsmtUnfSF.median())

test2.Total_Basement_Area.value_counts()
test2.Total_Basement_Area=test2.Total_Basement_Area.fillna(test2.Total_Basement_Area.median())

test2.Underground_Full_Bathroom.value_counts()
test2.Underground_Full_Bathroom=test2.Underground_Full_Bathroom.fillna(test2.Underground_Full_Bathroom.median())

plt.figure(figsize=(16,9))
sns.heatmap(test2.isnull())
plt.savefig("TR_IM/heatmap_test2_of_nulll_values")

test2.Kitchen_Quality.value_counts()
test2.Kitchen_Quality=test2.Kitchen_Quality.fillna("Fa")

test2.Functional_Rate.value_counts()
test2.Functional_Rate=test2.Functional_Rate.fillna("MD2")

test2.Garage.value_counts()
test2.Garage=test2.Garage.fillna("BuiltIn")

test2.Garage_Built_Year.value_counts()
test2.Garage_Built_Year=test2.Garage_Built_Year.fillna(test2.Garage_Built_Year.median())

test2.Garage_Finish_Year.value_counts()
test2.Garage_Finish_Year=test2.Garage_Finish_Year.fillna("Fin")

test2.Garage_Size.value_counts()
test2.Garage_Size=test2.Garage_Size.fillna(test2.Garage_Size.median())

test2.Garage_Area.value_counts()
test2.Garage_Area=test2.Garage_Area.fillna(test2.Garage_Area.median())

test2.Garage_Quality.value_counts()
test2.Garage_Quality=test2.Garage_Quality.fillna("Fa")

test2.Garage_Condition.value_counts()
test2.Garage_Condition=test2.Garage_Condition.fillna("TA")

test2.Sale_Type.value_counts()
test2.Sale_Type=test2.Sale_Type.fillna("ConLD")

test2.Underground_Half_Bathroom.value_counts()
test2.Underground_Half_Bathroom=test2.Underground_Half_Bathroom.fillna(test2.Underground_Half_Bathroom.median())

test2.isnull().sum()

Id                           0
Building_Class               0
Zoning_Class                 0
Lot_Extent                   0
Lot_Size                     0
Road_Type                    0
Property_Shape               0
Land_Outline                 0
Utility_Type                 0
Lot_Configuration            0
Property_Slope               0
Neighborhood                 0
Condition1                   0
Condition2                   0
House_Type                   0
House_Design                 0
Overall_Material             0
House_Condition              0
Construction_Year            0
Remodel_Year                 0
Roof_Design                  0
Roof_Quality                 0
Exterior1st                  0
Exterior2nd                  0
Brick_Veneer_Type            0
Brick_Veneer_Area            0
Exterior_Material            0
Exterior_Condition           0
Foundation_Type              0
Basement_Height              0
Basement_Condition           0
Exposure_Level               0
BsmtFinType1                 0
BsmtFinSF1                   0
BsmtFinType2                 0
BsmtFinSF2                   0
BsmtUnfSF                    0
Total_Basement_Area          0
Heating_Type                 0
Heating_Quality              0
Air_Conditioning             0
Electrical_System            0
First_Floor_Area             0
Second_Floor_Area            0
LowQualFinSF                 0
Grade_Living_Area            0
Underground_Full_Bathroom    0
Underground_Half_Bathroom    0
Full_Bathroom_Above_Grade    0
Half_Bathroom_Above_Grade    0
Bedroom_Above_Grade          0
Kitchen_Above_Grade          0
Kitchen_Quality              0
Rooms_Above_Grade            0
Functional_Rate              0
Fireplaces                   0
Garage                       0
Garage_Built_Year            0
Garage_Finish_Year           0
Garage_Size                  0
Garage_Area                  0
Garage_Quality               0
Garage_Condition             0
Pavedd_Drive                 0
W_Deck_Area                  0
Open_Lobby_Area              0
Enclosed_Lobby_Area          0
Three_Season_Lobby_Area      0
Screen_Lobby_Area            0
Pool_Area                    0
Miscellaneous_Value          0
Month_Sold                   0
Year_Sold                    0
Sale_Type                    0
Sale_Condition               0
dtype: int64

plt.figure(figsize=(16,9))
sns.heatmap(test2.isnull())
plt.savefig("TR_IM/heatmap_test2_of_nulll_values")

test2.dtypes

Id                             int64
Building_Class                 int64
Zoning_Class                  object
Lot_Extent                   float64
Lot_Size                     float64
Road_Type                     object
Property_Shape                object
Land_Outline                  object
Utility_Type                  object
Lot_Configuration             object
Property_Slope                object
Neighborhood                  object
Condition1                    object
Condition2                    object
House_Type                    object
House_Design                  object
Overall_Material               int64
House_Condition                int64
Construction_Year              int64
Remodel_Year                   int64
Roof_Design                   object
Roof_Quality                  object
Exterior1st                   object
Exterior2nd                   object
Brick_Veneer_Type             object
Brick_Veneer_Area            float64
Exterior_Material             object
Exterior_Condition            object
Foundation_Type               object
Basement_Height               object
Basement_Condition            object
Exposure_Level                object
BsmtFinType1                  object
BsmtFinSF1                   float64
BsmtFinType2                  object
BsmtFinSF2                   float64
BsmtUnfSF                    float64
Total_Basement_Area          float64
Heating_Type                  object
Heating_Quality               object
Air_Conditioning              object
Electrical_System             object
First_Floor_Area               int64
Second_Floor_Area              int64
LowQualFinSF                   int64
Grade_Living_Area              int64
Underground_Full_Bathroom    float64
Underground_Half_Bathroom    float64
Full_Bathroom_Above_Grade      int64
Half_Bathroom_Above_Grade      int64
Bedroom_Above_Grade            int64
Kitchen_Above_Grade            int64
Kitchen_Quality               object
Rooms_Above_Grade              int64
Functional_Rate               object
Fireplaces                     int64
Garage                        object
Garage_Built_Year            float64
Garage_Finish_Year            object
Garage_Size                  float64
Garage_Area                  float64
Garage_Quality                object
Garage_Condition              object
Pavedd_Drive                  object
W_Deck_Area                    int64
Open_Lobby_Area                int64
Enclosed_Lobby_Area            int64
Three_Season_Lobby_Area        int64
Screen_Lobby_Area              int64
Pool_Area                      int64
Miscellaneous_Value            int64
Month_Sold                     int64
Year_Sold                      int64
Sale_Type                     object
Sale_Condition                object
dtype: object

from sklearn.preprocessing import LabelEncoder 
le=LabelEncoder()
le

LabelEncoder()

test2.Road_Type=le.fit_transform(test2.Road_Type) 
test2.Utility_Type=le.fit_transform(test2.Utility_Type)
test2.Neighborhood=le.fit_transform(test2.Neighborhood)
test2.Condition1=le.fit_transform(test2.Condition1)
test2.House_Design=le.fit_transform(test2.House_Design)
test2.Exterior1st=le.fit_transform(test2.Exterior1st) 
test2.Exterior2nd=le.fit_transform(test2.Exterior2nd) 
test2.Air_Conditioning=le.fit_transform(test2.Air_Conditioning) 
test2.Functional_Rate=le.fit_transform(test2.Functional_Rate)
test2.Garage=le.fit_transform(test2.Garage) 
test2.Sale_Type=le.fit_transform(test2.Sale_Type) 
test2.Sale_Condition=le.fit_transform(test2.Sale_Condition)   

test2.Property_Shape.value_counts() 
test2.Property_Shape.replace({"Reg":0,"IR1":1,"IR2":2,"IR3":3},inplace=True)

test2.Land_Outline.value_counts() 
test2.Land_Outline.replace({"Lvl":0,"HLS":1,"Bnk":2,"Low":3},inplace=True)

test2.Lot_Configuration.value_counts()
test2.Lot_Configuration.replace({"I":0,"C":1,"CulDSac":2,"FR2P":3,"FR3P":4},inplace=True)

test2.Property_Slope.value_counts() 
test2.Property_Slope.replace({"GS":0,"MS":1,"SS":2},inplace=True)

test2.Condition2.value_counts()
test2.Condition2.replace({"Norm":0,"NoRMD":1,"Feedr":2,"PosA":3,"Artery":4,"PosN":5},inplace=True)

test2.House_Type.value_counts()
test2.House_Type.replace({"1Fam":0,"TwnhsE":1,"Duplex":2,"Twnhs":3,"2fmCon":4},inplace=True)

test2.Roof_Design.value_counts() 
test2.Roof_Design.replace({"Gable":0,"Hip":1,"Gambrel":2,"Flat":3,"Mansard":4,"Shed":5},inplace=True)

test2.Roof_Quality.value_counts() 
test2.Roof_Quality.replace({"SS":0,"TG":1,"WS":2,"WSh":3},inplace=True)

test2.Brick_Veneer_Type.value_counts() 
test2.Brick_Veneer_Type.replace({"None":0,"BrkFace":1,"Stone":2,"BrkCmn":3},inplace=True)

test2.Exterior_Material.value_counts()
test2.Exterior_Material.replace({"TA":0,"Gd":1,"Ex":2,"Fa":3},inplace=True)

test2.Exterior_Condition.value_counts() 
test2.Exterior_Condition.replace({"TA":0,"Gd":1,"Fa":2,"Ex":3,"Po":4},inplace=True)

test2.Foundation_Type.value_counts() 
test2.Foundation_Type.replace({"PC":0,"CB":1,"BT":2,"SL":3,"S":4,"W":5},inplace=True)

test2.Basement_Height.value_counts()
test2.Basement_Height.replace({"TA":0,"Gd":1,"Ex":2,"Fa":3},inplace=True)

test2.Basement_Condition.value_counts()
test2.Basement_Condition.replace({"TA":0,"Fa":1,"Gd":2,"Po":3},inplace=True)

test2.Exposure_Level.value_counts()
test2.Exposure_Level.replace({"No":0,"Av":1,"Mn":2,"Gd":3},inplace=True)

test2.BsmtFinType1.value_counts() 
test2.BsmtFinType1.replace({"GLQ":0,"Unf":1,"ALQ":2,"Rec":3,"LwQ":4,"BLQ":5},inplace=True)

test2.BsmtFinType2.value_counts() 
test2.BsmtFinType2.replace({"Unf":0,"Rec":1,"LwQ":2,"BLQ":3,"ALQ":4,"GLQ":5},inplace=True)

test2.Heating_Type.value_counts() 
test2.Heating_Type.replace({"GasA":0,"GasW":1,"Grav":2,"Wall":3},inplace=True)

test2.Heating_Quality.value_counts() 
test2.Heating_Quality.replace({"Ex":0,"TA":1,"Gd":2,"Fa":3,"Po":4},inplace=True)

test2.Electrical_System.value_counts() 
test2.Electrical_System.replace({"SBrkr":0,"FuseA":1,"FuseF":2,"FuseP":3},inplace=True)

test2.Kitchen_Quality.value_counts() 
test2.Kitchen_Quality.replace({"TA":0,"Gd":1,"Ex":2,"Fa":3},inplace=True)

test2.Garage_Finish_Year.value_counts() 
test2.Garage_Finish_Year.replace({"Unf":0,"Fin":1,"RFn":2},inplace=True)

test2.Garage_Quality.value_counts() 
test2.Garage_Quality.replace({"TA":0,"Fa":1,"Gd":2,"Po":3},inplace=True)

test2.Garage_Condition.value_counts() 
test2.Garage_Condition.replace({"TA":0,"Fa":1,"Po":2,"Gd":3,"Ex":4},inplace=True)

test2.Pavedd_Drive.value_counts() 
test2.Pavedd_Drive.replace({"Y":0,"N":1,"P":2},inplace=True)

test2.Zoning_Class.value_counts() 
test2.Zoning_Class.replace({"RLD":0,"RMD":1,"FVR":2,"Commer":3,"RHD":4},inplace=True)

test2.duplicated() 

0       False
1       False
2       False
3       False
4       False
5       False
6       False
7       False
8       False
9       False
10      False
11      False
12      False
13      False
14      False
15      False
16      False
17      False
18      False
19      False
20      False
21      False
22      False
23      False
24      False
25      False
26      False
27      False
28      False
29      False
30      False
31      False
32      False
33      False
34      False
35      False
36      False
37      False
38      False
39      False
40      False
41      False
42      False
43      False
44      False
45      False
46      False
47      False
48      False
49      False
50      False
51      False
52      False
53      False
54      False
55      False
56      False
57      False
58      False
59      False
60      False
61      False
62      False
63      False
64      False
65      False
66      False
67      False
68      False
69      False
70      False
71      False
72      False
73      False
74      False
75      False
76      False
77      False
78      False
79      False
80      False
81      False
82      False
83      False
84      False
85      False
86      False
87      False
88      False
89      False
90      False
91      False
92      False
93      False
94      False
95      False
96      False
97      False
98      False
99      False
100     False
101     False
102     False
103     False
104     False
105     False
106     False
107     False
108     False
109     False
110     False
111     False
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114     False
115     False
116     False
117     False
118     False
119     False
120     False
121     False
122     False
123     False
124     False
125     False
126     False
127     False
128     False
129     False
130     False
131     False
132     False
133     False
134     False
135     False
136     False
137     False
138     False
139     False
140     False
141     False
142     False
143     False
144     False
145     False
146     False
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148     False
149     False
150     False
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159     False
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164     False
165     False
166     False
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168     False
169     False
170     False
171     False
172     False
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174     False
175     False
176     False
177     False
178     False
179     False
180     False
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182     False
183     False
184     False
185     False
186     False
187     False
188     False
189     False
190     False
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192     False
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194     False
195     False
196     False
197     False
198     False
199     False
200     False
201     False
202     False
203     False
204     False
205     False
206     False
207     False
208     False
209     False
210     False
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212     False
213     False
214     False
215     False
216     False
217     False
218     False
219     False
220     False
221     False
222     False
223     False
224     False
225     False
226     False
227     False
228     False
229     False
230     False
231     False
232     False
233     False
234     False
235     False
236     False
237     False
238     False
239     False
240     False
241     False
242     False
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244     False
245     False
246     False
247     False
248     False
249     False
250     False
251     False
252     False
253     False
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259     False
260     False
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268     False
269     False
270     False
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275     False
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278     False
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280     False
281     False
282     False
283     False
284     False
285     False
286     False
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288     False
289     False
290     False
291     False
292     False
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294     False
295     False
296     False
297     False
298     False
299     False
300     False
301     False
302     False
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304     False
305     False
306     False
307     False
308     False
309     False
310     False
311     False
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313     False
314     False
315     False
316     False
317     False
318     False
319     False
320     False
321     False
322     False
323     False
324     False
325     False
326     False
327     False
328     False
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330     False
331     False
332     False
333     False
334     False
335     False
336     False
337     False
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339     False
340     False
341     False
342     False
343     False
344     False
345     False
346     False
347     False
348     False
349     False
350     False
351     False
352     False
353     False
354     False
355     False
356     False
357     False
358     False
359     False
360     False
361     False
362     False
363     False
364     False
365     False
366     False
367     False
368     False
369     False
370     False
371     False
372     False
373     False
374     False
375     False
376     False
377     False
378     False
379     False
380     False
381     False
382     False
383     False
384     False
385     False
386     False
387     False
388     False
389     False
390     False
391     False
392     False
393     False
394     False
395     False
396     False
397     False
398     False
399     False
400     False
401     False
402     False
403     False
404     False
405     False
406     False
407     False
408     False
409     False
410     False
411     False
412     False
413     False
414     False
415     False
416     False
417     False
418     False
419     False
420     False
421     False
422     False
423     False
424     False
425     False
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430     False
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432     False
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436     False
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445     False
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450     False
451     False
452     False
453     False
454     False
455     False
456     False
457     False
458     False
459     False
460     False
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466     False
467     False
468     False
469     False
470     False
471     False
472     False
473     False
474     False
475     False
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477     False
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480     False
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482     False
483     False
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485     False
486     False
487     False
488     False
489     False
490     False
491     False
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500     False
501     False
502     False
503     False
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505     False
506     False
507     False
508     False
509     False
510     False
511     False
512     False
513     False
514     False
515     False
516     False
517     False
518     False
519     False
520     False
521     False
522     False
523     False
524     False
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1448    False
1449    False
1450    False
1451    False
1452    False
1453    False
1454    False
1455    False
1456    False
1457    False
1458    False
dtype: bool

test2.dtypes

Id                             int64
Building_Class                 int64
Zoning_Class                   int64
Lot_Extent                   float64
Lot_Size                     float64
Road_Type                      int64
Property_Shape                 int64
Land_Outline                   int64
Utility_Type                   int32
Lot_Configuration              int64
Property_Slope                 int64
Neighborhood                   int32
Condition1                     int32
Condition2                     int64
House_Type                     int64
House_Design                   int32
Overall_Material               int64
House_Condition                int64
Construction_Year              int64
Remodel_Year                   int64
Roof_Design                    int64
Roof_Quality                   int64
Exterior1st                    int32
Exterior2nd                    int32
Brick_Veneer_Type              int64
Brick_Veneer_Area            float64
Exterior_Material              int64
Exterior_Condition             int64
Foundation_Type                int64
Basement_Height                int64
Basement_Condition             int64
Exposure_Level                 int64
BsmtFinType1                   int64
BsmtFinSF1                   float64
BsmtFinType2                   int64
BsmtFinSF2                   float64
BsmtUnfSF                    float64
Total_Basement_Area          float64
Heating_Type                   int64
Heating_Quality                int64
Air_Conditioning               int32
Electrical_System              int64
First_Floor_Area               int64
Second_Floor_Area              int64
LowQualFinSF                   int64
Grade_Living_Area              int64
Underground_Full_Bathroom    float64
Underground_Half_Bathroom    float64
Full_Bathroom_Above_Grade      int64
Half_Bathroom_Above_Grade      int64
Bedroom_Above_Grade            int64
Kitchen_Above_Grade            int64
Kitchen_Quality                int64
Rooms_Above_Grade              int64
Functional_Rate                int32
Fireplaces                     int64
Garage                         int32
Garage_Built_Year            float64
Garage_Finish_Year             int64
Garage_Size                  float64
Garage_Area                  float64
Garage_Quality                 int64
Garage_Condition               int64
Pavedd_Drive                   int64
W_Deck_Area                    int64
Open_Lobby_Area                int64
Enclosed_Lobby_Area            int64
Three_Season_Lobby_Area        int64
Screen_Lobby_Area              int64
Pool_Area                      int64
Miscellaneous_Value            int64
Month_Sold                     int64
Year_Sold                      int64
Sale_Type                      int32
Sale_Condition                 int32
dtype: object

test3=test2.copy()
test3.shape

(1459, 75)

Linear Regression Model

train_x=train3.iloc[:,1:-1]
train_y=train3.iloc[:,-1]
test_x=test3.iloc[:,1:]

train_x.head()

	Building_Class	Zoning_Class	Lot_Extent	Lot_Size	Road_Type	Property_Shape	Land_Outline	Utility_Type	Lot_Configuration	Property_Slope	Neighborhood	Condition1	Condition2	House_Type	House_Design	Overall_Material	House_Condition	Construction_Year	Remodel_Year	Roof_Design	Roof_Quality	Exterior1st	Exterior2nd	Brick_Veneer_Type	Brick_Veneer_Area	Exterior_Material	Exterior_Condition	Foundation_Type	Basement_Height	Basement_Condition	Exposure_Level	BsmtFinType1	BsmtFinSF1	BsmtFinType2	BsmtFinSF2	BsmtUnfSF	Total_Basement_Area	Heating_Type	Heating_Quality	Air_Conditioning	Electrical_System	First_Floor_Area	Second_Floor_Area	LowQualFinSF	Grade_Living_Area	Underground_Full_Bathroom	Underground_Half_Bathroom	Full_Bathroom_Above_Grade	Half_Bathroom_Above_Grade	Bedroom_Above_Grade	Kitchen_Above_Grade	Kitchen_Quality	Rooms_Above_Grade	Functional_Rate	Fireplaces	Garage	Garage_Built_Year	Garage_Finish_Year	Garage_Size	Garage_Area	Garage_Quality	Garage_Condition	Pavedd_Drive	W_Deck_Area	Open_Lobby_Area	Enclosed_Lobby_Area	Three_Season_Lobby_Area	Screen_Lobby_Area	Pool_Area	Miscellaneous_Value	Month_Sold	Year_Sold	Sale_Type	Sale_Condition
0	60	0	65.0	8450	0	0	0	0	0	0	5	2	2	0	5	7	5	2003	2003	0	4	12	13	1	196.0	1	0	2	1	0	0	1	706	0	0	150	856	0	0	0	0	856	854	0	1710	1	0	2	1	3	1	1	8	7	0	2	2003.0	2	2	1085.793744	0	0	0	163.788080	69.596115	20.337934	0	0	0	0	2	2008	8	4
1	20	0	80.0	9600	0	0	0	0	3	0	24	1	2	0	2	6	8	1976	1976	0	4	8	8	0	0.0	0	0	1	1	0	2	2	978	0	0	284	1262	0	0	0	0	1262	0	0	1262	0	1	2	0	3	1	0	6	7	1	2	1976.0	2	2	196.316304	0	0	0	198.900074	74.716033	15.039392	0	0	0	0	5	2007	8	4
2	60	0	68.0	11250	0	1	0	0	0	0	5	2	2	0	5	7	5	2001	2002	0	4	12	13	1	162.0	1	0	2	1	0	3	1	486	0	0	434	920	0	0	0	0	920	866	0	1786	1	0	2	1	3	1	1	6	7	1	2	2001.0	2	2	218.068403	0	0	0	26.127533	32.085268	-46.232198	0	0	0	0	9	2008	8	4
3	70	0	60.0	9550	0	1	0	0	1	0	6	2	2	0	5	7	5	1915	1970	0	4	13	15	0	0.0	0	0	0	0	1	0	2	216	0	0	540	756	0	2	0	0	961	756	0	1717	1	0	1	0	3	1	1	7	7	1	6	1998.0	0	3	696.996439	0	0	0	46.948018	40.181415	60.921821	0	0	0	0	2	2006	8	0
4	60	0	84.0	14260	0	1	0	0	3	0	15	2	2	0	5	8	5	2000	2000	0	4	12	13	1	350.0	1	0	2	1	0	1	1	655	0	0	490	1145	0	0	0	0	1145	1053	0	2198	1	0	2	1	4	1	1	9	7	1	2	2000.0	2	3	568.859882	0	0	0	-10.626105	20.755323	21.788818	0	0	0	0	12	2008	8	4

train_y.head()

0    208500
1    181500
2    223500
3    140000
4    250000
Name: Sale_Price, dtype: int64

test_x.head()

	Building_Class	Zoning_Class	Lot_Extent	Lot_Size	Road_Type	Property_Shape	Land_Outline	Utility_Type	Lot_Configuration	Property_Slope	Neighborhood	Condition1	Condition2	House_Type	House_Design	Overall_Material	House_Condition	Construction_Year	Remodel_Year	Roof_Design	Roof_Quality	Exterior1st	Exterior2nd	Brick_Veneer_Type	Brick_Veneer_Area	Exterior_Material	Exterior_Condition	Foundation_Type	Basement_Height	Basement_Condition	Exposure_Level	BsmtFinType1	BsmtFinSF1	BsmtFinType2	BsmtFinSF2	BsmtUnfSF	Total_Basement_Area	Heating_Type	Heating_Quality	Air_Conditioning	Electrical_System	First_Floor_Area	Second_Floor_Area	LowQualFinSF	Grade_Living_Area	Underground_Full_Bathroom	Underground_Half_Bathroom	Full_Bathroom_Above_Grade	Half_Bathroom_Above_Grade	Bedroom_Above_Grade	Kitchen_Above_Grade	Kitchen_Quality	Rooms_Above_Grade	Functional_Rate	Fireplaces	Garage	Garage_Built_Year	Garage_Finish_Year	Garage_Size	Garage_Area	Garage_Quality	Garage_Condition	Pavedd_Drive	W_Deck_Area	Open_Lobby_Area	Enclosed_Lobby_Area	Three_Season_Lobby_Area	Screen_Lobby_Area	Pool_Area	Miscellaneous_Value	Month_Sold	Year_Sold	Sale_Type	Sale_Condition
0	20	4	80.0	16104.819760	1	0	0	0	0	0	12	1	0	0	2	5	6	1961	1961	0	0	10	12	0	0.0	0	0	1	0	0	0	3	468.0	2	144.0	270.0	882.0	0	1	1	0	896	0	0	896	0.0	0.0	1	0	2	1	0	5	7	0	2	1961.0	0	1.0	730.0	0	0	0	140	0	0	0	120	0	0	6	2010	8	6
1	20	0	81.0	15639.150810	1	1	0	0	1	0	12	3	0	0	2	6	6	1958	1958	1	0	11	13	1	108.0	0	0	1	0	0	0	2	923.0	0	0.0	406.0	1329.0	0	1	1	0	1329	0	0	1329	0.0	0.0	1	1	3	1	1	6	7	0	2	1958.0	0	1.0	312.0	0	0	0	393	36	0	0	0	0	12500	6	2010	8	6
2	60	0	74.0	3849.428920	1	1	0	0	0	0	8	3	0	0	4	5	5	1997	1998	0	0	10	12	0	0.0	0	0	0	1	0	0	0	791.0	0	0.0	137.0	928.0	0	2	1	0	928	701	0	1629	0.0	0.0	2	1	3	1	0	6	7	1	2	1997.0	1	2.0	482.0	0	0	0	212	34	0	0	0	0	0	3	2010	8	6
3	60	0	78.0	4955.447942	1	1	0	0	0	0	8	3	0	0	4	6	6	1998	1998	0	0	10	12	1	20.0	0	0	0	0	0	0	0	602.0	0	0.0	324.0	926.0	0	0	1	0	926	678	0	1604	0.0	0.0	2	1	3	1	1	7	7	1	2	1998.0	1	2.0	470.0	0	0	0	360	36	0	0	0	0	0	6	2010	8	6
4	120	0	43.0	3046.604942	1	1	1	0	0	0	22	3	0	1	2	8	5	1992	1992	0	0	6	6	0	0.0	1	0	0	1	0	0	2	263.0	0	0.0	1017.0	1280.0	0	0	1	0	1280	0	0	1280	0.0	0.0	2	0	2	1	1	5	7	0	2	1992.0	2	2.0	506.0	0	0	0	0	82	0	0	144	0	0	1	2010	8	6

train_x.shape,train_y.shape,test_x.shape

((1459, 74), (1459,), (1459, 74))

import sklearn
from sklearn.model_selection import train_test_split

train_xtrain,train_xtest,train_ytrain,train_ytest=train_test_split(train_x,train_y,test_size=0.3,random_state=101 )

train_xtrain.shape,train_xtest.shape,train_ytrain.shape,train_ytest.shape

((1021, 74), (438, 74), (1021,), (438,))

from sklearn import linear_model
ln=linear_model.LinearRegression()

ln.fit(train_xtrain,train_ytrain)

LinearRegression()

predd=ln.predict(train_xtest)
predd

array([195142.22302251, 183231.29499576,  76563.27569156, 158697.29087189,
       166198.9591567 , 187212.77595626, 353147.56128496, 191487.60649307,
       167898.20661621, 150567.15344448, 151164.62311552, 193481.0571619 ,
       238093.24219294, 154495.11363245,  95983.27417469, 100390.24059313,
       258378.71562476, 277721.70195626, 129155.15180296, 138641.80029849,
       129436.5532667 , 390844.47169441, 178093.97589939, 221155.27274358,
        73690.97491822,  90455.52871471, 119314.15645177, 173179.15798644,
       127064.08829056, 122141.32966238, 216971.21685333, 134076.67426031,
       276274.20471818, 203845.33323709, 143628.33449716, 118243.64489217,
       357992.45585716, 153065.18156849, 370641.19108463, 227896.21887204,
       184859.19417834, 190458.02673238, 208732.56476668, 123744.80291168,
       240065.36799114, 195581.7946722 , 110704.71467893, 119885.00638082,
       151425.94792668,  33518.43778893, 124814.40305136, 155611.39789827,
       119234.76144639, 135197.55690548, 175571.1342448 ,  57809.14980649,
       110161.19112393, 131926.95030677, 193321.41138948, 154957.14750759,
       191022.97588092, 159459.57890934,  86291.39083665, 289145.90945649,
       214471.50630939, 260129.80312172, 208193.47807178, 183479.32093691,
       147850.62697235, 151274.39343044, 161199.44700445, 157892.78731441,
       213430.88716438, 102491.71578312,  56212.2667654 , 321507.44147286,
       129605.53176481,  71740.48343961, 210812.74015707,  73064.26385798,
       120178.18855279, 243047.85808662, 190476.61785131, 149237.35790877,
       125561.9309755 , 269225.92018233, 202028.09281301, 112535.50947572,
       159909.47631624, 130114.96131736, 200816.08647736, 295312.33165533,
       175346.8777068 , 109050.78175488,  89751.46617906, 270072.59049268,
       199189.86195505, 286614.04546204, 116610.41996779, 216881.04144603,
       102243.25736562, 214161.12707468, 140279.14406691, 116050.80897977,
        24253.00906383, 129327.41504298,  62038.19762799, 258852.9527039 ,
       196480.10783232, 223574.21421557, 132507.01920904, 159256.27309235,
       235355.65328188, 131462.51193122, 176366.17475933, 133083.0108368 ,
       213328.3161718 , 108533.90754719,  87520.69422054, 166374.3211607 ,
       280322.76109512, 135129.27703036, 183686.05706814,  75350.54131724,
       162326.44440852, 229122.0777457 , 103262.03952887, 171572.0745252 ,
       123122.48490975, 297539.73269092, 130271.3221868 , 293629.50719973,
       387393.85873041, 244951.85524552, 149597.92804718, 143893.51302049,
       210312.52829527, 133566.92565894,  77674.06703721, 213511.45599574,
       376417.83653874, 161824.78355262, 132270.37279638,  80968.64965788,
       431693.22626595, 258838.06669314, 196168.35445342, 251276.99791776,
       232309.66228641, 153147.482861  , 112377.91590878, 296362.38686231,
       123959.57050995, 130226.22196258, 149842.48156888, 273732.32704829,
       204680.22779458, 149959.49810567, 204592.45407419, 177980.41174742,
       178796.94246368, 327781.5515998 ,  40892.08760052, 136245.64335027,
       314250.25957703, 142528.43713508, 112127.96237569,  61785.93862392,
       116862.54001817, 230594.73198065, 108710.34856817,  91931.23560689,
       124854.58056879, 144971.32234583, 105140.25344894, 256916.87554195,
       119625.04833324, 279452.01099358, 300900.1935051 , 127447.01419854,
        99061.63311928, 233486.63252078, 188341.97973644, 245170.44122315,
       149826.79943822, 262580.8306517 , 216782.42545513, 207190.40551874,
       140247.68293895, 110696.14360927, 114095.46198061, 103539.7437584 ,
        93336.35181065, 112011.42929728, 231834.93361475, 318127.55056916,
       249227.34730855,  81051.91834804, 140668.37626903, 238231.18242082,
        83400.62166872, 197979.09028095, 109811.93676081, 200745.44086662,
       201429.61013506, 261639.95037438, 140014.3769169 ,  79552.63098407,
       165583.63326282, 264639.38957125, 192754.93235947, 228611.75795743,
       872816.56067128, 177012.82498945, 255504.74845459, 256114.40975229,
       183929.62577423,  50675.23576622,  76587.93856154, 169359.09649307,
       233808.71581486, 112437.90456822, 199927.04566222, 222983.57393948,
       162391.10151141, 171838.80880737, 195091.3330843 , 133258.0061721 ,
       211122.03100755, 154982.80270884, 189359.89790863, 203621.14480838,
       147374.32042034, 130636.7814182 , 275625.94798325, 152799.32718958,
       172090.08504307, 153265.76685138, 105590.18501898, 309201.06645149,
       164658.59914491, 130239.41390195, 130820.36333935, 182330.23309285,
        96860.19234028, 236191.79977468, 238406.00963253, 143350.75180917,
       177276.02847777, 112924.9262921 , 183750.29201701, 298847.52359833,
       118818.0698926 , 229966.17059726, 202366.16625632, 178107.10795618,
       152461.90424485, 297415.80898438, 108425.88471789, 105375.67031279,
       254715.90803485, 149577.56260789, 137915.96866615, 188072.92071279,
       149980.14094758, 272199.73417808, 258040.29824396, 202811.79475627,
       123127.1654974 , 169469.29261843, 292155.02972234, 211377.32811656,
       120081.86293641, 153764.77352926, 146801.16689409, 271583.05337887,
       122284.62677754, 154585.4979196 , 205508.38758536, 378623.49408138,
        39885.53348555, 262127.23265987, 211102.10915318, 210729.64892605,
       175038.57936446, 148937.41506083, 284497.93413669, 280270.5446959 ,
       203056.20383376, 203709.86275843, 195102.19727389, 221699.063585  ,
       163176.88807644,  22668.88474805, 159056.6353193 , 125338.86383372,
       170765.24120447, 137583.16552346, 193358.83516407, 164072.24275752,
       108699.15413205, 134733.07788869, 141759.69931228, 250358.94416546,
       131808.46074556, 172818.87155717, 142182.23865227, 118998.41048237,
       123477.85276332, 157491.33185821, 128312.43533974, 162870.3692604 ,
       127174.64379763, 116670.41144182, 114213.05615614, 220550.8493773 ,
       145876.6739356 , 169397.55034457, 113293.90277561, 121376.14722827,
       157208.48590744, 172957.05374737, 171318.75052828, 118893.59358057,
       217138.29322231,  97937.07222295, 180065.16657375, 229593.96910481,
       366097.61841405, 323782.76883606, 302493.73109457, 161222.40153751,
       104585.17747555, 142428.90024154, 133910.65706024, 365346.52093872,
        84287.02230927, 171023.63492172, 203839.77679489, 256996.29396672,
       178584.04606005,  41912.68737451, 304944.04258014, 202627.80930554,
       166184.72606883, 140388.13041949, 127817.88264276, 121093.40864086,
       141088.52476779, 218851.64529693, 136565.69647647, 141675.36070649,
        61848.268864  , 218689.70672834, 138355.7102284 , 208390.03286277,
       199198.28512538, 189983.72949478, 247366.86171814, 107370.30677423,
       136336.37150998, 373859.18794634, 150724.18887221, 130194.69623838,
       187287.24609053, 107929.83713199, 266974.15351376, 219418.40401369,
       232204.80489582, 233936.47537837,  55355.45204674, 187389.435322  ,
       164193.59712962,  95450.57480387, 195857.26266289, 126726.62800945,
       229151.68152942, 282422.0587904 , 114258.88282377,  75587.7175999 ,
       259981.72933648, 308218.33841756, 225174.45089141, 115578.51465235,
       132589.18544519, 169153.58523193, 300549.78995734, 144269.89123369,
       214379.6037591 , 114752.5231094 , 253790.45152698, 252420.26706189,
       343615.75905667, 262460.97141294, 253602.75671607, 233209.46324453,
       149131.12544258, 154815.7864156 ,  90455.87860668, 183958.30488239,
        62448.35445587, 290123.1069689 , 163639.648779  , 203554.45768679,
       358569.31319208, 165475.98678018,  78314.79494212, 320368.02648972,
       227298.70016268, 250943.7775272 , 231181.41294073, 200654.11235237,
       199146.59379399, 330538.99951569, 206535.93957945, 109373.77034323,
       157983.61886243, 162383.78554625, 121959.92609378, 221086.73269535,
       155584.59945195, 398168.03471713, 134641.01173384, 118621.98036826,
       144681.22999644, 130360.29441396, 135631.15929541, 217995.1242654 ,
       232654.25248231, 333675.13909251, 104247.84916542,  47154.66623051,
       203435.46033947,  91888.18864631, 231029.13569504, 225203.87035502,
       328092.76469103, 220267.40458613])

ln.coef_

array([-7.11781805e+01, -2.58595919e+03,  4.45067964e+01,  5.62912889e-01,
       -3.56151053e+04,  2.19888286e+03, -4.48057469e+02, -2.98535796e+04,
       -4.75955822e+02,  1.98704817e+03,  3.33416739e+02, -2.01699035e+03,
       -1.73409817e+04, -2.29760050e+03, -9.41623284e+02,  1.15463409e+04,
        5.46075172e+03,  2.85834316e+02,  6.17679309e+01,  8.98477190e+02,
        3.37606987e+03, -4.06758927e+02,  8.40302942e+01, -4.88830976e+03,
        4.16121250e+01,  8.65884161e+03,  2.98864989e+02,  1.60888482e+03,
        5.04396890e+03, -1.80573162e+03,  4.41769899e+03, -1.50889950e+03,
        2.49244101e+01,  9.22284520e+02,  5.50585313e+00, -4.30268024e+00,
        2.61275831e+01, -7.05735243e+03, -1.28176405e+03,  9.19458765e+03,
        7.38092413e+02,  2.53596638e+01,  3.44954742e+01, -3.64124096e+01,
        2.34427283e+01, -1.95536320e+03, -2.97051091e+03, -3.87861002e+03,
       -3.02089176e+03, -6.19046175e+03, -1.87608746e+04,  6.74554146e+03,
        3.82244808e+03,  2.53418130e+03,  3.99069085e+03,  1.05825825e+03,
        1.05309667e+02, -2.16839129e+03,  6.80824623e+03,  1.30667964e+00,
        2.45895488e+03, -2.66044658e+03, -6.20890203e+02, -6.04109040e+00,
        1.04527658e+01,  2.31448582e+01,  2.56312211e+01,  1.41253289e+01,
        8.04555421e+01, -4.70677898e-01, -1.51144937e+02, -2.09725606e+02,
       -6.11894382e+02,  3.56845057e+03])

ln.intercept_

-520712.4959655008

rsq1=ln.score(train_xtrain,train_ytrain)
rsq1

0.8722041773294393

adjrr=1-(((1-rsq1)*(1021-1)/(1021-74-1)))
adjrr

0.8622074639281481

r=ln.predict(train_xtrain)

mean_y=train_ytrain.mean()

SSE=np.sum(np.square(r - train_ytrain))
SSE

848448675413.9043

SSR=np.sum(np.square(r - mean_y))
SSR

5790646857475.078

from sklearn import metrics

d1_mae=metrics.mean_absolute_error(train_ytest,predd)
d1_mae

20329.93366821891

d1_mse=metrics.mean_squared_error(train_ytest,predd)
d1_mse

1976881950.9178617

rmse=np.sqrt(d1_mse)
rmse

44462.14064704782

r=ln.predict(test_x)

mean_y=test_x.mean()

SSE=np.sum(np.square(r - test_x)) SSE

d1=pd.DataFrame(predd,columns=["Sale_Price"])
d1

	Sale_Price
0	195142.223023
1	183231.294996
2	76563.275692
3	158697.290872
4	166198.959157
5	187212.775956
6	353147.561285
7	191487.606493
8	167898.206616
9	150567.153444
10	151164.623116
11	193481.057162
12	238093.242193
13	154495.113632
14	95983.274175
15	100390.240593
16	258378.715625
17	277721.701956
18	129155.151803
19	138641.800298
20	129436.553267
21	390844.471694
22	178093.975899
23	221155.272744
24	73690.974918
25	90455.528715
26	119314.156452
27	173179.157986
28	127064.088291
29	122141.329662
30	216971.216853
31	134076.674260
32	276274.204718
33	203845.333237
34	143628.334497
35	118243.644892
36	357992.455857
37	153065.181568
38	370641.191085
39	227896.218872
40	184859.194178
41	190458.026732
42	208732.564767
43	123744.802912
44	240065.367991
45	195581.794672
46	110704.714679
47	119885.006381
48	151425.947927
49	33518.437789
50	124814.403051
51	155611.397898
52	119234.761446
53	135197.556905
54	175571.134245
55	57809.149806
56	110161.191124
57	131926.950307
58	193321.411389
59	154957.147508
60	191022.975881
61	159459.578909
62	86291.390837
63	289145.909456
64	214471.506309
65	260129.803122
66	208193.478072
67	183479.320937
68	147850.626972
69	151274.393430
70	161199.447004
71	157892.787314
72	213430.887164
73	102491.715783
74	56212.266765
75	321507.441473
76	129605.531765
77	71740.483440
78	210812.740157
79	73064.263858
80	120178.188553
81	243047.858087
82	190476.617851
83	149237.357909
84	125561.930976
85	269225.920182
86	202028.092813
87	112535.509476
88	159909.476316
89	130114.961317
90	200816.086477
91	295312.331655
92	175346.877707
93	109050.781755
94	89751.466179
95	270072.590493
96	199189.861955
97	286614.045462
98	116610.419968
99	216881.041446
100	102243.257366
101	214161.127075
102	140279.144067
103	116050.808980
104	24253.009064
105	129327.415043
106	62038.197628
107	258852.952704
108	196480.107832
109	223574.214216
110	132507.019209
111	159256.273092
112	235355.653282
113	131462.511931
114	176366.174759
115	133083.010837
116	213328.316172
117	108533.907547
118	87520.694221
119	166374.321161
120	280322.761095
121	135129.277030
122	183686.057068
123	75350.541317
124	162326.444409
125	229122.077746
126	103262.039529
127	171572.074525
128	123122.484910
129	297539.732691
130	130271.322187
131	293629.507200
132	387393.858730
133	244951.855246
134	149597.928047
135	143893.513020
136	210312.528295
137	133566.925659
138	77674.067037
139	213511.455996
140	376417.836539
141	161824.783553
142	132270.372796
143	80968.649658
144	431693.226266
145	258838.066693
146	196168.354453
147	251276.997918
148	232309.662286
149	153147.482861
150	112377.915909
151	296362.386862
152	123959.570510
153	130226.221963
154	149842.481569
155	273732.327048
156	204680.227795
157	149959.498106
158	204592.454074
159	177980.411747
160	178796.942464
161	327781.551600
162	40892.087601
163	136245.643350
164	314250.259577
165	142528.437135
166	112127.962376
167	61785.938624
168	116862.540018
169	230594.731981
170	108710.348568
171	91931.235607
172	124854.580569
173	144971.322346
174	105140.253449
175	256916.875542
176	119625.048333
177	279452.010994
178	300900.193505
179	127447.014199
180	99061.633119
181	233486.632521
182	188341.979736
183	245170.441223
184	149826.799438
185	262580.830652
186	216782.425455
187	207190.405519
188	140247.682939
189	110696.143609
190	114095.461981
191	103539.743758
192	93336.351811
193	112011.429297
194	231834.933615
195	318127.550569
196	249227.347309
197	81051.918348
198	140668.376269
199	238231.182421
200	83400.621669
201	197979.090281
202	109811.936761
203	200745.440867
204	201429.610135
205	261639.950374
206	140014.376917
207	79552.630984
208	165583.633263
209	264639.389571
210	192754.932359
211	228611.757957
212	872816.560671
213	177012.824989
214	255504.748455
215	256114.409752
216	183929.625774
217	50675.235766
218	76587.938562
219	169359.096493
220	233808.715815
221	112437.904568
222	199927.045662
223	222983.573939
224	162391.101511
225	171838.808807
226	195091.333084
227	133258.006172
228	211122.031008
229	154982.802709
230	189359.897909
231	203621.144808
232	147374.320420
233	130636.781418
234	275625.947983
235	152799.327190
236	172090.085043
237	153265.766851
238	105590.185019
239	309201.066451
240	164658.599145
241	130239.413902
242	130820.363339
243	182330.233093
244	96860.192340
245	236191.799775
246	238406.009633
247	143350.751809
248	177276.028478
249	112924.926292
250	183750.292017
251	298847.523598
252	118818.069893
253	229966.170597
254	202366.166256
255	178107.107956
256	152461.904245
257	297415.808984
258	108425.884718
259	105375.670313
260	254715.908035
261	149577.562608
262	137915.968666
263	188072.920713
264	149980.140948
265	272199.734178
266	258040.298244
267	202811.794756
268	123127.165497
269	169469.292618
270	292155.029722
271	211377.328117
272	120081.862936
273	153764.773529
274	146801.166894
275	271583.053379
276	122284.626778
277	154585.497920
278	205508.387585
279	378623.494081
280	39885.533486
281	262127.232660
282	211102.109153
283	210729.648926
284	175038.579364
285	148937.415061
286	284497.934137
287	280270.544696
288	203056.203834
289	203709.862758
290	195102.197274
291	221699.063585
292	163176.888076
293	22668.884748
294	159056.635319
295	125338.863834
296	170765.241204
297	137583.165523
298	193358.835164
299	164072.242758
300	108699.154132
301	134733.077889
302	141759.699312
303	250358.944165
304	131808.460746
305	172818.871557
306	142182.238652
307	118998.410482
308	123477.852763
309	157491.331858
310	128312.435340
311	162870.369260
312	127174.643798
313	116670.411442
314	114213.056156
315	220550.849377
316	145876.673936
317	169397.550345
318	113293.902776
319	121376.147228
320	157208.485907
321	172957.053747
322	171318.750528
323	118893.593581
324	217138.293222
325	97937.072223
326	180065.166574
327	229593.969105
328	366097.618414
329	323782.768836
330	302493.731095
331	161222.401538
332	104585.177476
333	142428.900242
334	133910.657060
335	365346.520939
336	84287.022309
337	171023.634922
338	203839.776795
339	256996.293967
340	178584.046060
341	41912.687375
342	304944.042580
343	202627.809306
344	166184.726069
345	140388.130419
346	127817.882643
347	121093.408641
348	141088.524768
349	218851.645297
350	136565.696476
351	141675.360706
352	61848.268864
353	218689.706728
354	138355.710228
355	208390.032863
356	199198.285125
357	189983.729495
358	247366.861718
359	107370.306774
360	136336.371510
361	373859.187946
362	150724.188872
363	130194.696238
364	187287.246091
365	107929.837132
366	266974.153514
367	219418.404014
368	232204.804896
369	233936.475378
370	55355.452047
371	187389.435322
372	164193.597130
373	95450.574804
374	195857.262663
375	126726.628009
376	229151.681529
377	282422.058790
378	114258.882824
379	75587.717600
380	259981.729336
381	308218.338418
382	225174.450891
383	115578.514652
384	132589.185445
385	169153.585232
386	300549.789957
387	144269.891234
388	214379.603759
389	114752.523109
390	253790.451527
391	252420.267062
392	343615.759057
393	262460.971413
394	253602.756716
395	233209.463245
396	149131.125443
397	154815.786416
398	90455.878607
399	183958.304882
400	62448.354456
401	290123.106969
402	163639.648779
403	203554.457687
404	358569.313192
405	165475.986780
406	78314.794942
407	320368.026490
408	227298.700163
409	250943.777527
410	231181.412941
411	200654.112352
412	199146.593794
413	330538.999516
414	206535.939579
415	109373.770343
416	157983.618862
417	162383.785546
418	121959.926094
419	221086.732695
420	155584.599452
421	398168.034717
422	134641.011734
423	118621.980368
424	144681.229996
425	130360.294414
426	135631.159295
427	217995.124265
428	232654.252482
429	333675.139093
430	104247.849165
431	47154.666231
432	203435.460339
433	91888.188646
434	231029.135695
435	225203.870355
436	328092.764691
437	220267.404586

#d2=pd.DataFrame(test3.iloc[:,0])
#d2

d3=pd.concat([d2,d1],axis=1) d3d3.to_csv(r"C:\Users\TEST\Lin_basic_model.csv",index=False)

KNN

from sklearn.neighbors import KNeighborsClassifier
km=KNeighborsClassifier(n_neighbors=17)

km.fit(train_xtrain,train_ytrain)

KNeighborsClassifier(n_neighbors=17)

predd=km.predict(train_xtest)

r22=km.score(train_xtrain,train_ytrain)
r22

0.07149853085210578

adj_r22=1-(((1-r22)*(1021-1))/(1021-74-1)) 
adj_r22   

-0.0011326622947696041

error9=train_ytest-predd
error9

666      48000
104      78000
528      50689
18      -28500
1151    -20100
60       26000
70       34000
284      -5800
860      64450
327     -11750
786      31000
191      76500
218     176000
1276    -38000
713       7000
1215      6000
621      80000
1054    120000
596     -36496
622      25000
1384     24000
161     225000
1141     75500
0        90000
1337       500
90       29400
1202    -11000
482      40000
1292    -11000
194       8000
1224     48500
1406     70617
1250    106100
534      81500
899      35000
835       -500
1228    242294
360      26500
515     253361
2        88500
781      50400
1317     27900
501      97200
1331     -2500
109    -128000
81       22000
1185     -5100
1096     -1000
569      10960
968     -28600
956      36000
862      23500
942      17500
543      -7000
492      37285
1039     -8000
1131    -41500
142      53000
135      59000
1197    -66000
909      69100
880      40500
532     -11500
961     137000
731      59000
1253    124000
32       64900
55       37500
791      52050
1092    -73500
1020     59500
1336    -66000
992          0
373     -22000
520      24250
706     157000
509      17500
1086     -4500
794      51500
1035    -63000
847      -2000
1390    110100
1254     37400
132      50750
1102     35000
162     137500
1152     42500
651     -70000
367      26000
1199     53250
115      25000
774     285000
1084         0
19        6500
693      41980
1180    115000
1284     82000
45      143900
1416    -14500
752      92000
1345     28600
374     113500
1163    -33041
1114     -8500
1321     12500
843     -35000
614     -12500
765     156132
256      -2500
172      31500
770       9900
1393     28000
929      90500
230      68000
783      21500
1014     36700
1031     28000
722      66000
976      25500
1420     67900
545      41500
187      30000
940       1400
1179     37007
134      13000
337      75000
99      -18050
959      70000
44       56000
20      185300
1186   -117000
583     152500
224     276250
934      99000
195      63500
823      52500
183      90000
587      -7000
637     -35000
1056       850
389     242000
439      30000
586     -15000
1038    -21000
1373    328600
552      16500
902     111600
306      25000
1016     45000
1320     57900
677      53507
759     158500
957      32000
834      12950
1208     13000
138      -7000
168      -4500
1192    -53000
518     -26000
1198    118000
246     -41000
336     189926
342      31507
1424     16000
304     197500
757      50900
626      57400
98       22000
1030     20000
1217     90456
1407    -32000
325       7100
694      39500
299      50500
1323     43200
938     109799
723      54000
1413    119100
1289    144000
680      23100
383      40689
1166    135350
72       80000
730      84500
247      30000
141     177500
848      95000
351      46250
1411     53000
1062    -48887
179      33000
804     -26000
459      10000
198      37500
147      44500
568     167100
1057    105000
489      -2000
307      21100
768      69837
225      37000
1116     64200
1120     59900
699      15000
1006     81000
157     138000
913      17000
30      -41000
497     -26000
859     -40000
347     -12500
212     127778
1298     15000
659      24000
25      148300
1133      2500
563       5000
1412    -29000
729      23100
901      14000
737     117900
365      12000
1277     27900
974      30500
416      81100
33       15500
236     -15500
36       50250
605      74500
295      10000
1189     63500
334     -45000
407      41500
1255      -500
1270    117000
857      93000
1271    -15250
209      12500
1443     54000
1312     12000
668     -19500
1297         0
31       34350
252     -15000
242      12500
726      42000
114     152000
87       13500
355      30500
537      31250
1335     -5100
1395    149713
1077      3800
257      95000
864      49580
922     109990
721       3000
1036    166000
323      46275
1104     31000
412      88000
493      23000
26       14800
1242     13000
510     -22600
639     124561
564     116000
652      78000
1125    -20000
379      73000
1209    140000
744     100100
116      -8000
841      22500
1427     45250
753     188500
291       7900
1399      9450
1387     30000
185     363000
1090     36907
1369     93000
1409     35000
716       1500
454      63000
23      -10100
608     224100
189     142250
682      63000
175     160500
650      90950
824     122600
1026     28500
548      -4000
1441      9300
330       9000
193     -21000
867      11000
286     -78000
1078     15900
149     -13000
361      58000
1183     25250
1346     82500
1389     26000
1363     75932
128      35100
61      -24500
182      64007
790     -20800
1364     29152
690       1000
292      19000
432      47500
353      70589
1089     87000
986      50500
962      70000
1136     32000
126      55000
354      13000
63       35000
137     -68000
1101      9500
1203    153000
210     -27500
103     138900
903     130000
1046    369481
610     178000
524     180750
123     -22100
1137     16000
486      21000
12       64000
1243    277500
125     -34500
758      96400
139      90500
602     -17000
1095    116432
495     -94600
640     132000
1019     39490
1245     73100
184       1500
1421    -12500
352       8000
1140     14000
1410     95000
254      46400
1040     50100
1432    -30250
846     -24000
946      10500
567     154000
28       -7500
971      85000
869      -1000
449      -8000
1113     -4500
803     380033
778      17000
954      25500
1258     61500
801      33400
1426    136000
1240     89900
1138     71000
1381     88000
393     -10000
989     116000
24       95500
551      46000
988      63500
1349     24000
1211     59100
683     128000
1391    -77000
127     -53000
1087    134500
619     170000
948      52500
814      35000
698      76117
1083     21000
320     207143
674       1000
544      98665
422     -67000
747     111679
792      32790
585     248400
885     121400
688     293400
100      55000
914      27733
715     105000
268       1500
1304    -21000
1122     56007
34      152500
339      72500
452     -33000
118     -25000
285      13700
1449      4000
618      75813
1128    103000
937      66000
665     120500
420      98800
739      12000
745     153900
1157     96000
1392     60617
467     -40500
1091     77000
1028     26000
429      18000
647      60250
313     230000
1377      9000
303      27900
576      17000
643      44000
876     -10750
457     111000
776     -17500
249     132000
1045     42600
48       33000
933     -11000
555      23529
460     128435
1106     44900
700     130600
399     142400
Name: Sale_Price, dtype: int64

aerror9=np.abs(error9)

mape_10=np.mean(aerror9/train_ytest)*100
mape_10

31.614987833703882

MSE_10=metrics.mean_squared_error(train_ytest,predd)
MSE_10

7747067250.269406

RF

from sklearn.ensemble import RandomForestRegressor
rf = RandomForestRegressor()

rf.fit(train_xtrain,train_ytrain)

RandomForestRegressor()

pred2=rf.predict(train_xtest)

r2_6=rf.score(train_xtrain,train_ytrain)
r2_6

0.9814587697381858

adj_r2_6=1-(((1-r2_6)*(1021-1))/(1021-74-1)) 
adj_r2_6    

0.9800083986606232

error=train_ytest-pred2
error

666     -69339.70
104      -1689.36
528      -6057.11
18        7829.00
1151    -17703.03
60       -3248.80
70      -18411.15
284      -9647.55
860      28271.01
327      -9130.50
786      -3392.87
191      14555.95
218     105640.16
1276      5288.67
713       9319.29
1215      7841.35
621      35605.76
1054    -10699.10
596      -7908.19
622        209.68
1384     -9399.51
161      45667.98
1141     26443.45
0         5766.35
1337    -26133.44
90        8267.07
1202    -10884.06
482     -32905.75
1292    -25442.46
194       9230.92
1224    -10488.94
1406     -2040.03
1250    -22725.40
534     -53494.84
899      -2018.00
835     -13204.95
1228     12860.12
360      14823.50
515      25236.24
2        13746.58
781      -6355.67
1317     20542.35
501      16014.60
1331       478.50
109        106.45
81      -10884.85
1185    -14343.53
1096     -1685.50
569      -1466.43
968     -43639.82
956      -5406.64
862       4309.75
942      13025.94
543     -14359.85
492      -4399.04
1039    -10868.83
1131    -30735.83
142      31989.99
135      -2161.94
1197    -12792.01
909      -8222.50
880      15154.00
532      -3434.71
961      61281.50
731      12863.45
1253     51176.74
32      -50017.90
55       17377.68
791      -5691.50
1092    -20937.26
1020     31308.63
1336     -4229.30
992       7976.60
373     -10110.00
520      -1259.43
706      29971.30
509     -12156.50
1086    -13991.71
794      -3577.30
1035     -6239.94
847       5735.00
1390      4724.06
1254    -20375.96
132      12373.54
1102     -2098.25
162     -11747.28
1152     29387.30
651     -26152.16
367      10334.75
1199     -7731.38
115       6483.76
774      83485.87
1084     10227.10
19        3699.50
693       -205.49
1180    -37219.86
1284      8919.06
45       43058.65
1416    -10689.09
752      22241.68
1345     15539.65
374       9313.10
1163    -32841.83
1114     -4065.66
1321    -10060.94
843      15597.31
614     -16828.50
765       1928.38
256      17626.85
172      46764.00
770        546.80
1393      9563.60
929     -18937.61
230       9590.24
783      17132.93
1014     -8809.83
1031    -41355.50
722       9101.07
976      -8593.18
1420     13924.35
545     -27119.50
187      -3243.10
940     -15526.74
1179    -22049.57
134       3527.63
337      -7110.28
99        2055.24
959     -11650.75
44        6218.75
20        -822.84
1186    -55532.61
583       3684.95
224      -4910.51
934      19979.55
195      -4578.58
823       4350.00
183     -25482.51
587       1577.50
637     -25742.42
1056    -13671.88
389      66247.09
439     -12308.69
586      14122.90
1038    -21650.40
1373     74363.14
552     -20914.83
902      -1277.51
306     -23942.97
1016    -21564.18
1320     -1158.24
677       6062.74
759     -39183.51
957      -1100.00
834       2593.00
1208      2498.54
138     -25770.61
168     -15678.65
1192     -7803.40
518       8114.10
1198     -6077.59
246       1214.32
336      32817.38
342      -8761.77
1424     -2753.62
304      28871.80
757      -2563.32
626      -2212.40
98      -12881.47
1030     20711.39
1217    -12944.51
1407    -13724.00
325     -12504.47
694       -514.99
299      20626.75
1323     -5211.90
938       5224.06
723       8377.68
1413    -38718.97
1289     -8200.30
680      15745.84
383     -10962.54
1166     -4398.34
72      -11087.56
730     -27952.44
247      -7634.76
141      11308.12
848      24137.19
351     -13312.84
1411     -7886.85
1062    -53781.83
179     -13808.21
804     -13338.00
459      -3901.50
198     -36504.21
147     -10797.25
568      -2135.68
1057     32938.69
489     -18721.50
307     -33871.34
768     -13450.56
225      -1529.16
1116    -30241.90
1120      6003.29
699       2702.68
1006    -18267.24
157     -16401.04
913      -2287.91
30      -61477.32
497      14533.62
859      47330.40
347     -24417.94
212      38502.54
1298   -313796.50
659       8796.87
25          57.80
1133    -14712.20
563       4399.73
1412     -6264.87
729        466.04
901      15069.48
737       6025.38
365      19468.38
1277     18148.51
974     -28979.00
416     -10387.34
33        2197.50
236      -2283.56
36        1755.50
605      -5984.00
295       1024.50
1189    -14149.60
334       8680.00
407      24363.24
1255     -7759.59
1270     45293.05
857       -257.60
1271     17141.23
209      -2592.50
1443     17146.81
1312     -2488.55
668       2556.31
1297     -7763.83
31        5853.57
252      -7009.40
242     -39092.21
726      16641.82
114      77044.91
87       14220.75
355       5519.10
537      -8491.24
1335       503.00
1395    -26883.26
1077     -2098.00
257     -19252.08
864      59596.08
922     -12868.28
721        336.00
1036     15691.02
323      -4897.77
1104    -16913.69
412      11399.16
493      12755.50
26       10629.17
1242     12370.90
510      12693.75
639       2840.87
564      17526.35
652      -4445.50
1125     -8665.90
379      -5596.90
1209     -8812.24
744     -32129.65
116      -1924.75
841      10005.68
1427     -9357.57
753      -5287.21
291     -14394.58
1399    -11429.59
1387    -24454.87
185      93222.90
1090     -2897.15
1369    -26968.14
1409     -7116.47
716     -60807.45
454      45620.96
23       -8746.37
608      32878.70
189      15668.96
682       -605.78
175      43189.53
650      10686.80
824      -5929.44
1026     16622.63
548       2556.87
1441      6447.00
330     -17413.79
193     -24884.00
867      -5015.50
286     -14381.90
1078     16391.00
149       4248.41
361       3305.18
1183    -11484.75
1346     27840.68
1389      4343.79
1363    -15634.92
128       9931.10
61       11015.14
182      -8951.09
790      -8458.08
1364     -4342.50
690       -886.50
292     -21755.87
432     -11379.68
353      -5220.34
1089    -16225.40
986     -16247.37
962      -7555.00
1136    -11992.12
126     -10280.37
354     -11837.77
63      -15370.53
137     -51841.39
1101     -2916.33
1203    -13939.94
210        -41.24
103       5048.52
903       3184.37
1046    168603.29
610      -9663.54
524      41915.53
123     -16935.15
1137     -5978.79
486      13424.75
12       13367.22
1243    100494.08
125      -6650.22
758      14665.05
139      28595.25
602     -22354.57
1095     -9521.89
495     -50666.76
640      -7767.33
1019     12698.32
1245     -9941.90
184        421.42
1421    -14529.55
352      -1198.08
1140     15496.04
1410      8307.02
254      -3620.68
1040    -14436.32
1432    -50860.71
846      20176.00
946       3569.17
567      -3995.64
28       39970.50
971       1708.30
869      18659.14
449      15546.52
1113      3854.63
803     180217.52
778        306.64
954      -3265.70
1258      9756.04
801     -10517.54
1426      6502.06
1240     21894.45
1138      5605.20
1381     39971.26
393      -6109.71
989       7605.09
24       14426.79
551       -712.32
988       7077.36
1349   -150365.22
1211    -61852.02
683       1786.07
1391     -5902.07
127     -18056.19
1087    -15517.04
619       1086.19
948     -19859.25
814       6259.88
698      11858.18
1083      7884.00
320       -320.63
674      -8240.00
544     -14107.10
422     -18707.18
747      31532.64
792      41352.70
585      -1069.69
885      16742.86
688     148724.27
100       8330.40
914      28883.39
715       5908.68
268      11563.17
1304    -32559.05
1122     17183.01
34      -11228.81
339       8571.00
452      11728.00
118      19322.06
285       1864.35
1449     -9029.00
618       7103.12
1128     -2687.40
937      26754.50
665     -18868.68
420      27600.85
739     -11762.79
745     -20957.26
1157     29619.16
1392      3282.86
467     -13765.50
1091        69.00
1028    -31243.29
429      -7768.24
647       7852.25
313      98585.93
1377    -31163.32
303      22835.50
576      -5386.55
643      -8202.82
876      -7548.00
457      63992.78
776      -1681.16
249      54480.94
1045    -10488.63
48      -11863.55
933     -29940.66
555       3539.53
460      21808.99
1106    -12627.05
700      -6811.21
399      48172.65
Name: Sale_Price, dtype: float64

aerror=np.abs(error)
aerror

666      69339.70
104       1689.36
528       6057.11
18        7829.00
1151     17703.03
60        3248.80
70       18411.15
284       9647.55
860      28271.01
327       9130.50
786       3392.87
191      14555.95
218     105640.16
1276      5288.67
713       9319.29
1215      7841.35
621      35605.76
1054     10699.10
596       7908.19
622        209.68
1384      9399.51
161      45667.98
1141     26443.45
0         5766.35
1337     26133.44
90        8267.07
1202     10884.06
482      32905.75
1292     25442.46
194       9230.92
1224     10488.94
1406      2040.03
1250     22725.40
534      53494.84
899       2018.00
835      13204.95
1228     12860.12
360      14823.50
515      25236.24
2        13746.58
781       6355.67
1317     20542.35
501      16014.60
1331       478.50
109        106.45
81       10884.85
1185     14343.53
1096      1685.50
569       1466.43
968      43639.82
956       5406.64
862       4309.75
942      13025.94
543      14359.85
492       4399.04
1039     10868.83
1131     30735.83
142      31989.99
135       2161.94
1197     12792.01
909       8222.50
880      15154.00
532       3434.71
961      61281.50
731      12863.45
1253     51176.74
32       50017.90
55       17377.68
791       5691.50
1092     20937.26
1020     31308.63
1336      4229.30
992       7976.60
373      10110.00
520       1259.43
706      29971.30
509      12156.50
1086     13991.71
794       3577.30
1035      6239.94
847       5735.00
1390      4724.06
1254     20375.96
132      12373.54
1102      2098.25
162      11747.28
1152     29387.30
651      26152.16
367      10334.75
1199      7731.38
115       6483.76
774      83485.87
1084     10227.10
19        3699.50
693        205.49
1180     37219.86
1284      8919.06
45       43058.65
1416     10689.09
752      22241.68
1345     15539.65
374       9313.10
1163     32841.83
1114      4065.66
1321     10060.94
843      15597.31
614      16828.50
765       1928.38
256      17626.85
172      46764.00
770        546.80
1393      9563.60
929      18937.61
230       9590.24
783      17132.93
1014      8809.83
1031     41355.50
722       9101.07
976       8593.18
1420     13924.35
545      27119.50
187       3243.10
940      15526.74
1179     22049.57
134       3527.63
337       7110.28
99        2055.24
959      11650.75
44        6218.75
20         822.84
1186     55532.61
583       3684.95
224       4910.51
934      19979.55
195       4578.58
823       4350.00
183      25482.51
587       1577.50
637      25742.42
1056     13671.88
389      66247.09
439      12308.69
586      14122.90
1038     21650.40
1373     74363.14
552      20914.83
902       1277.51
306      23942.97
1016     21564.18
1320      1158.24
677       6062.74
759      39183.51
957       1100.00
834       2593.00
1208      2498.54
138      25770.61
168      15678.65
1192      7803.40
518       8114.10
1198      6077.59
246       1214.32
336      32817.38
342       8761.77
1424      2753.62
304      28871.80
757       2563.32
626       2212.40
98       12881.47
1030     20711.39
1217     12944.51
1407     13724.00
325      12504.47
694        514.99
299      20626.75
1323      5211.90
938       5224.06
723       8377.68
1413     38718.97
1289      8200.30
680      15745.84
383      10962.54
1166      4398.34
72       11087.56
730      27952.44
247       7634.76
141      11308.12
848      24137.19
351      13312.84
1411      7886.85
1062     53781.83
179      13808.21
804      13338.00
459       3901.50
198      36504.21
147      10797.25
568       2135.68
1057     32938.69
489      18721.50
307      33871.34
768      13450.56
225       1529.16
1116     30241.90
1120      6003.29
699       2702.68
1006     18267.24
157      16401.04
913       2287.91
30       61477.32
497      14533.62
859      47330.40
347      24417.94
212      38502.54
1298    313796.50
659       8796.87
25          57.80
1133     14712.20
563       4399.73
1412      6264.87
729        466.04
901      15069.48
737       6025.38
365      19468.38
1277     18148.51
974      28979.00
416      10387.34
33        2197.50
236       2283.56
36        1755.50
605       5984.00
295       1024.50
1189     14149.60
334       8680.00
407      24363.24
1255      7759.59
1270     45293.05
857        257.60
1271     17141.23
209       2592.50
1443     17146.81
1312      2488.55
668       2556.31
1297      7763.83
31        5853.57
252       7009.40
242      39092.21
726      16641.82
114      77044.91
87       14220.75
355       5519.10
537       8491.24
1335       503.00
1395     26883.26
1077      2098.00
257      19252.08
864      59596.08
922      12868.28
721        336.00
1036     15691.02
323       4897.77
1104     16913.69
412      11399.16
493      12755.50
26       10629.17
1242     12370.90
510      12693.75
639       2840.87
564      17526.35
652       4445.50
1125      8665.90
379       5596.90
1209      8812.24
744      32129.65
116       1924.75
841      10005.68
1427      9357.57
753       5287.21
291      14394.58
1399     11429.59
1387     24454.87
185      93222.90
1090      2897.15
1369     26968.14
1409      7116.47
716      60807.45
454      45620.96
23        8746.37
608      32878.70
189      15668.96
682        605.78
175      43189.53
650      10686.80
824       5929.44
1026     16622.63
548       2556.87
1441      6447.00
330      17413.79
193      24884.00
867       5015.50
286      14381.90
1078     16391.00
149       4248.41
361       3305.18
1183     11484.75
1346     27840.68
1389      4343.79
1363     15634.92
128       9931.10
61       11015.14
182       8951.09
790       8458.08
1364      4342.50
690        886.50
292      21755.87
432      11379.68
353       5220.34
1089     16225.40
986      16247.37
962       7555.00
1136     11992.12
126      10280.37
354      11837.77
63       15370.53
137      51841.39
1101      2916.33
1203     13939.94
210         41.24
103       5048.52
903       3184.37
1046    168603.29
610       9663.54
524      41915.53
123      16935.15
1137      5978.79
486      13424.75
12       13367.22
1243    100494.08
125       6650.22
758      14665.05
139      28595.25
602      22354.57
1095      9521.89
495      50666.76
640       7767.33
1019     12698.32
1245      9941.90
184        421.42
1421     14529.55
352       1198.08
1140     15496.04
1410      8307.02
254       3620.68
1040     14436.32
1432     50860.71
846      20176.00
946       3569.17
567       3995.64
28       39970.50
971       1708.30
869      18659.14
449      15546.52
1113      3854.63
803     180217.52
778        306.64
954       3265.70
1258      9756.04
801      10517.54
1426      6502.06
1240     21894.45
1138      5605.20
1381     39971.26
393       6109.71
989       7605.09
24       14426.79
551        712.32
988       7077.36
1349    150365.22
1211     61852.02
683       1786.07
1391      5902.07
127      18056.19
1087     15517.04
619       1086.19
948      19859.25
814       6259.88
698      11858.18
1083      7884.00
320        320.63
674       8240.00
544      14107.10
422      18707.18
747      31532.64
792      41352.70
585       1069.69
885      16742.86
688     148724.27
100       8330.40
914      28883.39
715       5908.68
268      11563.17
1304     32559.05
1122     17183.01
34       11228.81
339       8571.00
452      11728.00
118      19322.06
285       1864.35
1449      9029.00
618       7103.12
1128      2687.40
937      26754.50
665      18868.68
420      27600.85
739      11762.79
745      20957.26
1157     29619.16
1392      3282.86
467      13765.50
1091        69.00
1028     31243.29
429       7768.24
647       7852.25
313      98585.93
1377     31163.32
303      22835.50
576       5386.55
643       8202.82
876       7548.00
457      63992.78
776       1681.16
249      54480.94
1045     10488.63
48       11863.55
933      29940.66
555       3539.53
460      21808.99
1106     12627.05
700       6811.21
399      48172.65
Name: Sale_Price, dtype: float64

mape_6=np.mean(aerror/train_ytest)*100
mape_6

10.90715717686023

MSE_6=metrics.mean_squared_error(train_ytest,pred2)
MSE_6

992392785.5852176

Lasso

from sklearn.linear_model import Lasso
la=Lasso()

la.fit(train_xtrain,train_ytrain)

Lasso()

pred3=la.predict(train_xtest)
pred3

array([195146.98178479, 183198.78187972,  76591.70467048, 158703.46632617,
       166207.06435974, 187227.13956714, 353124.54808294, 191504.53966517,
       167913.87341468, 150585.34931162, 151178.46574507, 193477.60372993,
       238083.7807578 , 154507.57197875,  95949.21599073, 100371.20339353,
       258372.01102336, 277755.31010837, 129131.69021322, 138622.95224282,
       129472.112457  , 390822.04613813, 178102.71667919, 221166.38336628,
        73686.29798109,  90424.60275382, 119351.07111105, 173226.83703187,
       127064.55833091, 122132.70397566, 216975.63480336, 134055.28029349,
       276299.84488424, 203873.38354789, 143614.11269682, 118279.59369081,
       357942.72269992, 153040.48001533, 370633.30188349, 227927.9975439 ,
       184858.63473606, 190461.32485719, 208728.45215655, 123720.75909338,
       240023.48255774, 195594.57099551, 110701.13000782, 119895.82286088,
       151405.76982843,  33543.60010079, 124820.20289817, 155600.86160381,
       119299.66600112, 135205.03991712, 175544.50539364,  57825.03332777,
       110160.30885437, 131904.19963954, 193317.27768617, 154947.84961588,
       191004.98611906, 159490.55594387,  86301.85434226, 289145.70106202,
       214452.78368445, 260106.60772602, 208185.12743184, 183462.3556649 ,
       147835.95966128, 151293.09317367, 161220.37909226, 157918.05046468,
       213397.11651633, 102514.68468972,  56183.89827321, 321426.76584513,
       129605.96152102,  71738.12380078, 210816.2798127 ,  73005.24985783,
       120185.69865415, 243067.77687764, 190491.53347241, 149235.64837175,
       125562.26191595, 269205.15464483, 201992.99219977, 112625.97346557,
       159888.50980566, 130124.54221635, 200805.41493449, 295278.11230223,
       175343.73022737, 109030.49589602,  89692.94289637, 270069.25277565,
       199181.96316237, 286613.17468584, 116615.87025746, 216889.14210831,
       102230.95903543, 214166.83583982, 140294.07691079, 116053.80981087,
        24450.42550249, 129311.67717579,  62047.5219136 , 258848.16515154,
       196487.1169202 , 223493.70554996, 132489.28386079, 159154.20419572,
       235355.0955497 , 131468.73033848, 176359.4963117 , 133111.39790176,
       213330.97847056, 108515.90247013,  87527.5876976 , 166359.5825812 ,
       280297.98718515, 135174.51329951, 183714.38275556,  75371.8861022 ,
       162359.07883489, 229142.61269077, 103277.44058714, 171573.7566715 ,
       123092.69346213, 297535.21727287, 130236.38608496, 293585.08349538,
       387378.9347833 , 244887.6733719 , 149599.26597745, 143896.55819167,
       210381.04578593, 133557.88446704,  77697.14264635, 213517.86826277,
       376412.94958559, 161809.87932832, 132292.93371607,  80956.02405725,
       431708.4042316 , 258831.13889422, 196173.94063712, 251261.95846591,
       232332.5411573 , 153136.73982712, 112384.06398923, 296354.34808826,
       123941.96686862, 130240.55627185, 149830.69494191, 273732.88407959,
       204685.87105012, 150008.43082834, 204612.13191594, 177984.2799513 ,
       178658.49346978, 327798.66458282,  40977.12929063, 136256.67326858,
       314258.10122881, 142538.46237098, 112132.55861845,  61667.59862334,
       116880.36586171, 230602.70596514, 108711.37553046,  91856.56771754,
       124869.69090717, 144972.06542945, 105165.87141604, 256936.14076578,
       119623.53950712, 279438.84097978, 300881.66084678, 127434.75454175,
        99029.98431152, 233487.27127293, 188336.94358031, 245169.41941322,
       149844.54682359, 262588.09627203, 216728.21048508, 207194.85724245,
       140288.05879247, 110664.06226061, 114065.2517163 , 103570.00051906,
        93385.36398694, 112003.91647356, 231833.66296903, 318083.93243398,
       249197.94279054,  81044.05188673, 140636.60381412, 238239.64845407,
        83384.12787789, 197986.56663663, 109768.91817991, 200747.19832089,
       201424.15080072, 261617.54790241, 140015.84382857,  79535.57366501,
       165627.31814288, 264644.38518593, 192764.53940541, 228619.86473546,
       872858.59953429, 176999.60098285, 255481.78820237, 256107.81330832,
       183929.29837166,  50735.28557217,  76580.2615412 , 169361.72831125,
       233824.2002585 , 112467.01315798, 199918.93165478, 222887.84806922,
       162381.78299272, 171844.45863289, 195102.0229683 , 133262.84104699,
       211123.35191335, 154961.00896468, 189370.66949304, 203637.75656207,
       147385.77174502, 130651.71670262, 275568.97754516, 152807.63316906,
       172078.19122161, 153341.86836596, 105695.74891479, 309203.10143318,
       164650.55727635, 130241.21422177, 130824.36189459, 182342.88041473,
        96766.2176279 , 236187.95982927, 238388.56135339, 143363.64017267,
       177272.46156686, 112867.30969466, 183757.01753767, 298835.17376428,
       118811.01285296, 229981.1514531 , 202363.55984723, 178111.03267264,
       152469.07767485, 297449.05963696, 108402.05913882, 105394.76322388,
       254725.39255883, 149554.11014412, 137908.29106598, 188057.97254402,
       149995.13520382, 272206.28480196, 258035.88120205, 202823.39965377,
       123116.21832361, 169491.09752483, 292143.24275547, 211400.47116618,
       120081.46894133, 153684.55119692, 146828.91559889, 271575.89215426,
       122250.1053439 , 154598.61470387, 205455.43630488, 378421.45431179,
        39964.12224885, 262103.09135423, 211101.70247865, 210760.7863024 ,
       175093.53245799, 148924.95025469, 284486.27752724, 280266.46479678,
       203088.38087918, 203743.31750547, 195108.67922836, 221697.36540689,
       163166.08648198,  22773.95314238, 159059.45607733, 125376.65744435,
       170768.11591503, 137600.53139097, 193358.10092354, 164079.83376693,
       108651.22074285, 134748.76764975, 141772.19850638, 250245.30732591,
       131815.15951926, 172818.49197752, 142184.20058022, 118969.75804439,
       123458.03859954, 157508.53527422, 128321.91122704, 162877.47722066,
       127189.68625907, 116705.81209051, 114188.44525307, 220564.52643956,
       145858.60094302, 169423.91191001, 113282.2340427 , 121371.81014024,
       157237.80485656, 172928.59148736, 171372.06724898, 118878.04643823,
       217157.39906491,  97900.17064697, 180054.71676352, 229600.55786835,
       366098.38701858, 323801.08871235, 302500.41942164, 161211.25024519,
       104530.40929271, 142441.9070196 , 133895.83774203, 365381.03245119,
        84221.96412598, 171017.36611049, 203861.3228548 , 256995.63761502,
       178573.72245984,  41886.49478211, 304910.84071802, 202641.27513347,
       166191.02789739, 140347.70961778, 127815.48874459, 121103.156676  ,
       141063.43854882, 218881.90014404, 136578.25265464, 141690.1503961 ,
        61865.45543346, 218709.82234576, 138333.15849779, 208383.39995868,
       199201.30884936, 189962.11505859, 247374.74417861, 107375.59359868,
       136346.70607813, 373823.42753652, 150722.06714871, 130181.15899019,
       187303.58565944, 107949.5032055 , 266999.13797063, 219437.65112192,
       232174.72138968, 233940.03090141,  55353.37836677, 187407.89286548,
       164170.5986213 ,  95435.83387722, 195866.8867066 , 126888.93683477,
       229080.18709696, 282429.32153738, 114303.57328195,  75617.50207833,
       259969.4629949 , 308215.34593242, 225181.9083377 , 115664.67946504,
       132570.75372701, 169147.06542728, 300573.34652186, 144276.00474094,
       214390.61179548, 114715.82029227, 253788.33158591, 252430.15406965,
       343598.41443528, 262445.54476659, 253620.51569994, 233211.65255322,
       149147.67409244, 154807.06265434,  90485.96162267, 183969.52351004,
        62383.91211064, 290125.88949543, 163633.53761819, 203574.93765702,
       358554.80730829, 165469.90057072,  78320.67825879, 320317.55553963,
       227299.36827752, 250940.46508795, 231202.96936631, 200691.82682671,
       199153.79854183, 330532.9768603 , 206529.73893428, 109370.32625418,
       158000.77000371, 162408.35807188, 121971.86367054, 221085.29181014,
       155568.41336489, 398010.49309379, 134666.89690367, 118624.3295411 ,
       144713.02527895, 130395.63976428, 135603.27341083, 217965.94428666,
       232642.39025363, 333559.87175662, 104214.88904802,  47231.56981008,
       203449.72063754,  91910.40342757, 231048.44436286, 225192.83235036,
       328077.2072876 , 220275.77672176])

la.coef_

array([-7.11948116e+01, -2.58441771e+03,  4.44511269e+01,  5.62261623e-01,
       -3.53658155e+04,  2.19517936e+03, -4.35990371e+02, -2.87046770e+04,
       -4.76858056e+02,  1.94739296e+03,  3.32858916e+02, -2.01608768e+03,
       -1.73217944e+04, -2.30402875e+03, -9.42358222e+02,  1.15475112e+04,
        5.45940859e+03,  2.85728567e+02,  6.17508692e+01,  8.97952652e+02,
        3.36311901e+03, -4.05191163e+02,  8.32461526e+01, -4.88233109e+03,
        4.15887354e+01,  8.65505562e+03,  2.92399236e+02,  1.60668911e+03,
        5.04476810e+03, -1.79580903e+03,  4.41859728e+03, -1.50645442e+03,
        4.21032953e+01,  9.19957480e+02,  2.26758535e+01,  1.28870730e+01,
        8.95490017e+00, -7.01571358e+03, -1.28389908e+03,  9.14424984e+03,
        7.23464254e+02,  4.22610032e+01,  5.13990664e+01, -1.95035083e+01,
        6.54852321e+00, -1.94113891e+03, -2.95918553e+03, -3.86025553e+03,
       -3.00035403e+03, -6.19105628e+03, -1.87124358e+04,  6.74549441e+03,
        3.81486878e+03,  2.53113040e+03,  3.98716358e+03,  1.05719887e+03,
        1.05240533e+02, -2.17166828e+03,  6.80013029e+03,  1.30480038e+00,
        2.42292799e+03, -2.62536287e+03, -6.11432846e+02, -6.04198563e+00,
        1.04380650e+01,  2.31621570e+01,  2.56091932e+01,  1.40544808e+01,
        8.04743345e+01, -4.71918181e-01, -1.50335319e+02, -2.10167733e+02,
       -6.08068458e+02,  3.56904306e+03])

rq=la.score(train_xtrain,train_ytrain)
rq

0.8722038948997973

adr=1-(((1-rq)*(1021-1)/(1021-74-1)))
adr

0.8622071594057011

error3=train_ytest-pred3
error3

666     -66146.981785
104     -13698.781880
528       9408.295330
18         296.533674
1151    -16307.064360
60      -29227.139567
70     -109124.548083
284     -12304.539665
860      22036.126585
327      -5335.349312
786     -12178.465745
191      -9477.603730
218      73416.219242
1276      7492.428021
713      33050.784009
1215     24628.796606
621     -18372.011023
1054    -22755.310108
596     -14627.690213
622      -3622.952243
1384    -24472.112457
161      21677.953862
1141     19397.283321
0       -12666.383366
1337    -21186.297981
90       19475.397246
1202     -2351.071111
482     -18226.837032
1292    -19564.558331
194       4867.296024
1224    -32975.634803
1406     -1055.280293
1250    -32299.844884
534     -25873.383548
899      -8614.112697
835       9720.406309
1228      9351.277300
360       2959.519985
515      32227.698117
2        -4427.997544
781      -8958.634736
1317     18438.675143
501      17971.547843
1331      8779.240907
109     -50023.482558
81      -42094.570996
1185     -5801.130008
1096      7104.177139
569     -15445.769828
968       4356.399899
956       -820.202898
862      -3600.861604
942      30700.333999
543      -2205.039917
492      -2759.505394
1039     22174.966672
1131    -16660.308854
142      34095.800360
135     -19317.277686
1197    -10947.849616
909     -17004.986119
880      -2490.555944
532      21198.145658
961     -17145.701062
731     -26952.783684
1253     33893.392274
32      -28285.127432
55       -2962.355665
791      -1035.959661
1092    -14793.093174
1020     14779.620908
1336    -22918.050465
992     -26397.116516
373      20485.315310
520      50066.101727
706     -19426.765845
509      -5105.961521
1086     11761.876199
794     -16316.279813
1035     10994.750142
847      13314.301346
1390     -8067.776878
1254    -25091.533472
132       1514.351628
1102      9437.738084
162     -49205.154645
1152     28007.007800
651      -4625.973466
367       5111.490194
1199     17875.457784
115     -24805.414934
774      99721.887698
1084     12156.269773
19       29969.504104
693      18787.057104
1180    -20069.252776
1284    -30181.963162
45       33286.825314
1416      5884.129743
752        110.857892
1345      6269.040965
374       5333.164160
1163    -31335.076911
1114       946.190189
1321     48049.574498
843      11688.322824
614      13452.478086
765       5283.834848
256      11012.883080
172      15506.294450
770       2410.716139
1393      3845.795804
929     -13355.095550
230      16531.269662
783     -10859.496312
1014    -13911.397902
1031    -16330.978471
722      15984.097530
976      -2027.587698
1420     13540.417419
545     -51297.987185
187       -174.513300
940     -32814.382756
1179     17628.113898
134      17640.921165
337     -15142.612691
99       25672.559413
959     -16573.756672
44       17907.306538
20       27764.782727
1186    -35236.386085
583      31414.916505
224      -1128.934783
934      -2887.673372
195      -1099.265977
823      -4396.558192
183     -10381.045786
587       3442.115533
637      15302.857354
1056    -27667.868263
389      49587.050414
439     -51809.879328
586      -2292.933716
1038     16043.975943
1373     34791.595768
552      -3331.138894
902     -16173.940637
306     -26261.958466
1016    -29332.541157
1320      3363.260173
677      -2884.063989
759      -6354.348088
957       8058.033131
834       9709.443728
1208     -9830.694942
138     -43732.884080
168     -21185.871050
1192    -25008.430828
518       6387.868084
1198        15.720049
246     -41658.493470
336      49627.335417
342      46522.870709
1424      7743.326731
304     -19258.101229
757      16361.537629
626      27767.441382
98       21332.401377
1030     43119.634138
1217     -1146.705965
1407      3288.624470
325      -4856.567718
694      16630.309093
299      13527.934571
1323    -22665.871416
938     -17137.140766
723      15376.460493
1413    -22438.840980
1289    -19881.660847
680      15565.245458
383     -23029.984312
1166     11862.728727
72       -3336.943580
730      -8669.419413
247      -9844.546824
141      -2588.096272
848      23271.789515
351     -17194.857242
1411      -288.058792
1062    -20664.062261
179     -14065.251716
804      14429.999481
459      16614.636013
198      -8003.916474
147      -9333.662969
568      -1483.932434
1057     -1197.942791
489       4955.948113
307     -51136.603814
768     -21402.648454
225      28615.872122
1116    -13886.566637
1120      8631.081820
699      -4747.198321
1006    -37924.150801
157       7882.452098
913       4984.156171
30      -39535.573665
497      18372.681857
859     -14644.385186
347     -35264.539405
212      24058.135265
1298   -712858.599534
659      -9999.600983
25         818.211798
1133    -16607.813308
563       1070.701628
1412     39264.714428
729      26419.738459
901     -16361.728311
737       6075.799741
365      34532.986842
1277     -2018.931655
974     -55387.848069
416     -12881.782993
33       -6344.458633
236      -9602.022968
36       11737.158953
605      -6123.351913
295     -12461.008965
1189      -370.669493
334     -11637.756562
407      29614.228255
1255     -3151.716703
1270    -15568.977545
857      21192.366831
1271     13671.808778
209      -8341.868366
1443     15304.251085
1312     -7203.101433
668       3349.442724
1297      9758.785778
31       18525.638105
252      -9342.880415
242     -17766.217628
726     -14187.959829
114      21111.438647
87       21136.359827
355        227.538433
537      -1617.309695
1335    -15857.017538
1395    -17622.173764
1077     19988.987147
257      -9981.151453
864      48216.440153
922      -8121.032673
721      -9469.077675
1036     18050.940363
323      17772.940861
1104       605.236776
412     -32725.392559
493       5445.889856
26       -3108.291066
1242    -18057.972544
510      14904.864796
639      -7645.284802
564       9964.118798
652     -11823.399654
1125     -8116.218324
379       9508.902475
1209     -2143.242755
744     -31400.471166
116      18918.531059
841       3815.448803
1427     -6828.915599
753       3924.107846
291      13649.894656
1399    -17148.614704
1387    -69455.436305
185      96578.545688
1090     52935.877751
1369    -30103.091354
1409      3898.297521
716     -51260.786302
454      12906.467542
23      -19024.950255
608      74613.722473
189       5733.535203
682     -30088.380879
175      39256.682495
650      10841.320772
824      10902.634593
1026      4333.913518
548     102226.046858
1441     -9759.456077
330      -6376.657444
193     -40768.115915
867      -8600.531391
286     -34358.100924
1078     -8179.833767
149       6348.779257
361      10251.232350
1183    -21772.198506
1346     12254.692674
1389      -815.159519
1363    -15886.491978
128      12815.799420
61      -17969.758044
182      -3458.038600
790       2691.464726
1364     15830.088773
690     -21877.477221
292       3810.313741
432       5794.187909
353      -8288.445253
1089    -23564.526440
986     -28858.600943
962     -14423.911910
1136      5717.765957
126       6628.189860
354     -17237.804857
63      -32928.591487
137       -372.067249
1101       621.953562
1203     -4157.399065
210         99.829353
103      18845.283236
903      10399.442132
1046    190482.612981
610     -10801.088712
524      13249.580578
123      -7311.250245
1137    -10530.409293
486      13558.092980
12       10104.162258
1243     99618.967549
125        278.035874
758       8382.633890
139      27638.677145
602     -36995.637615
1095     -2141.722460
495      -6986.494782
640     -30910.840718
1019     10848.724867
1245     11808.972103
184     -13347.709618
1421      -315.488745
352     -26103.156676
1140     -2063.438549
1410     11118.099856
254       8421.747345
1040     13309.849604
1432      2634.544567
846      -5709.822346
946       4666.841502
567       5616.600041
28        8298.691151
971     -16962.115059
869     -11374.744179
449      12624.406401
1113     -1846.706078
803     209109.572463
778      -6722.067149
954      -2681.158990
1258      2696.414341
801       1950.496795
1426      4000.862029
1240      5462.348878
1138    -36174.721390
1381      3559.969099
393      44646.621633
989       9592.107135
24      -10170.598621
551      17064.166123
988       -866.886707
1349     -4888.936835
1211    -65080.187097
683       2570.678463
1391      9696.426718
127      11382.497922
1087     -7969.462995
619      -3215.345932
948     -32681.908338
814        335.320535
698       5929.246273
1083     -9147.065427
320      42069.653478
674      -4276.004741
544     -34725.611795
422      -1715.820292
747      12190.668414
792      17359.845930
585      26301.585565
885      66454.455233
688     138379.484300
100     -28211.652553
914      24585.325908
715      10192.937346
268      30014.038377
1304    -53969.523510
1122     49616.087889
34      -12625.889495
339      -8633.537618
452        425.062343
118     -38554.807308
285       -769.900571
1449     13679.321741
618      -5504.555540
1128    -12299.368278
937       2059.534912
665       -702.969366
420       5608.173173
739      -9153.798542
745     -30732.976860
1157     23470.261066
1392     13629.673746
467     -11500.770004
1091     -2408.358072
1028    -16971.863671
429     -46085.291810
647       -568.413365
313     -23010.493094
1377    -17666.896904
303      31275.670459
576        286.974721
643      21604.360236
876      -3353.273411
457      38034.055713
776     -11142.390254
249     -56559.871757
1045     35385.110952
48       65768.430190
933     -13449.720638
555      21089.596572
460      32386.555637
1106    -45292.832350
700     -15577.207288
399      20724.223278
Name: Sale_Price, dtype: float64

aerror3=np.abs(error3)
aerror3

666      66146.981785
104      13698.781880
528       9408.295330
18         296.533674
1151     16307.064360
60       29227.139567
70      109124.548083
284      12304.539665
860      22036.126585
327       5335.349312
786      12178.465745
191       9477.603730
218      73416.219242
1276      7492.428021
713      33050.784009
1215     24628.796606
621      18372.011023
1054     22755.310108
596      14627.690213
622       3622.952243
1384     24472.112457
161      21677.953862
1141     19397.283321
0        12666.383366
1337     21186.297981
90       19475.397246
1202      2351.071111
482      18226.837032
1292     19564.558331
194       4867.296024
1224     32975.634803
1406      1055.280293
1250     32299.844884
534      25873.383548
899       8614.112697
835       9720.406309
1228      9351.277300
360       2959.519985
515      32227.698117
2         4427.997544
781       8958.634736
1317     18438.675143
501      17971.547843
1331      8779.240907
109      50023.482558
81       42094.570996
1185      5801.130008
1096      7104.177139
569      15445.769828
968       4356.399899
956        820.202898
862       3600.861604
942      30700.333999
543       2205.039917
492       2759.505394
1039     22174.966672
1131     16660.308854
142      34095.800360
135      19317.277686
1197     10947.849616
909      17004.986119
880       2490.555944
532      21198.145658
961      17145.701062
731      26952.783684
1253     33893.392274
32       28285.127432
55        2962.355665
791       1035.959661
1092     14793.093174
1020     14779.620908
1336     22918.050465
992      26397.116516
373      20485.315310
520      50066.101727
706      19426.765845
509       5105.961521
1086     11761.876199
794      16316.279813
1035     10994.750142
847      13314.301346
1390      8067.776878
1254     25091.533472
132       1514.351628
1102      9437.738084
162      49205.154645
1152     28007.007800
651       4625.973466
367       5111.490194
1199     17875.457784
115      24805.414934
774      99721.887698
1084     12156.269773
19       29969.504104
693      18787.057104
1180     20069.252776
1284     30181.963162
45       33286.825314
1416      5884.129743
752        110.857892
1345      6269.040965
374       5333.164160
1163     31335.076911
1114       946.190189
1321     48049.574498
843      11688.322824
614      13452.478086
765       5283.834848
256      11012.883080
172      15506.294450
770       2410.716139
1393      3845.795804
929      13355.095550
230      16531.269662
783      10859.496312
1014     13911.397902
1031     16330.978471
722      15984.097530
976       2027.587698
1420     13540.417419
545      51297.987185
187        174.513300
940      32814.382756
1179     17628.113898
134      17640.921165
337      15142.612691
99       25672.559413
959      16573.756672
44       17907.306538
20       27764.782727
1186     35236.386085
583      31414.916505
224       1128.934783
934       2887.673372
195       1099.265977
823       4396.558192
183      10381.045786
587       3442.115533
637      15302.857354
1056     27667.868263
389      49587.050414
439      51809.879328
586       2292.933716
1038     16043.975943
1373     34791.595768
552       3331.138894
902      16173.940637
306      26261.958466
1016     29332.541157
1320      3363.260173
677       2884.063989
759       6354.348088
957       8058.033131
834       9709.443728
1208      9830.694942
138      43732.884080
168      21185.871050
1192     25008.430828
518       6387.868084
1198        15.720049
246      41658.493470
336      49627.335417
342      46522.870709
1424      7743.326731
304      19258.101229
757      16361.537629
626      27767.441382
98       21332.401377
1030     43119.634138
1217      1146.705965
1407      3288.624470
325       4856.567718
694      16630.309093
299      13527.934571
1323     22665.871416
938      17137.140766
723      15376.460493
1413     22438.840980
1289     19881.660847
680      15565.245458
383      23029.984312
1166     11862.728727
72        3336.943580
730       8669.419413
247       9844.546824
141       2588.096272
848      23271.789515
351      17194.857242
1411       288.058792
1062     20664.062261
179      14065.251716
804      14429.999481
459      16614.636013
198       8003.916474
147       9333.662969
568       1483.932434
1057      1197.942791
489       4955.948113
307      51136.603814
768      21402.648454
225      28615.872122
1116     13886.566637
1120      8631.081820
699       4747.198321
1006     37924.150801
157       7882.452098
913       4984.156171
30       39535.573665
497      18372.681857
859      14644.385186
347      35264.539405
212      24058.135265
1298    712858.599534
659       9999.600983
25         818.211798
1133     16607.813308
563       1070.701628
1412     39264.714428
729      26419.738459
901      16361.728311
737       6075.799741
365      34532.986842
1277      2018.931655
974      55387.848069
416      12881.782993
33        6344.458633
236       9602.022968
36       11737.158953
605       6123.351913
295      12461.008965
1189       370.669493
334      11637.756562
407      29614.228255
1255      3151.716703
1270     15568.977545
857      21192.366831
1271     13671.808778
209       8341.868366
1443     15304.251085
1312      7203.101433
668       3349.442724
1297      9758.785778
31       18525.638105
252       9342.880415
242      17766.217628
726      14187.959829
114      21111.438647
87       21136.359827
355        227.538433
537       1617.309695
1335     15857.017538
1395     17622.173764
1077     19988.987147
257       9981.151453
864      48216.440153
922       8121.032673
721       9469.077675
1036     18050.940363
323      17772.940861
1104       605.236776
412      32725.392559
493       5445.889856
26        3108.291066
1242     18057.972544
510      14904.864796
639       7645.284802
564       9964.118798
652      11823.399654
1125      8116.218324
379       9508.902475
1209      2143.242755
744      31400.471166
116      18918.531059
841       3815.448803
1427      6828.915599
753       3924.107846
291      13649.894656
1399     17148.614704
1387     69455.436305
185      96578.545688
1090     52935.877751
1369     30103.091354
1409      3898.297521
716      51260.786302
454      12906.467542
23       19024.950255
608      74613.722473
189       5733.535203
682      30088.380879
175      39256.682495
650      10841.320772
824      10902.634593
1026      4333.913518
548     102226.046858
1441      9759.456077
330       6376.657444
193      40768.115915
867       8600.531391
286      34358.100924
1078      8179.833767
149       6348.779257
361      10251.232350
1183     21772.198506
1346     12254.692674
1389       815.159519
1363     15886.491978
128      12815.799420
61       17969.758044
182       3458.038600
790       2691.464726
1364     15830.088773
690      21877.477221
292       3810.313741
432       5794.187909
353       8288.445253
1089     23564.526440
986      28858.600943
962      14423.911910
1136      5717.765957
126       6628.189860
354      17237.804857
63       32928.591487
137        372.067249
1101       621.953562
1203      4157.399065
210         99.829353
103      18845.283236
903      10399.442132
1046    190482.612981
610      10801.088712
524      13249.580578
123       7311.250245
1137     10530.409293
486      13558.092980
12       10104.162258
1243     99618.967549
125        278.035874
758       8382.633890
139      27638.677145
602      36995.637615
1095      2141.722460
495       6986.494782
640      30910.840718
1019     10848.724867
1245     11808.972103
184      13347.709618
1421       315.488745
352      26103.156676
1140      2063.438549
1410     11118.099856
254       8421.747345
1040     13309.849604
1432      2634.544567
846       5709.822346
946       4666.841502
567       5616.600041
28        8298.691151
971      16962.115059
869      11374.744179
449      12624.406401
1113      1846.706078
803     209109.572463
778       6722.067149
954       2681.158990
1258      2696.414341
801       1950.496795
1426      4000.862029
1240      5462.348878
1138     36174.721390
1381      3559.969099
393      44646.621633
989       9592.107135
24       10170.598621
551      17064.166123
988        866.886707
1349      4888.936835
1211     65080.187097
683       2570.678463
1391      9696.426718
127      11382.497922
1087      7969.462995
619       3215.345932
948      32681.908338
814        335.320535
698       5929.246273
1083      9147.065427
320      42069.653478
674       4276.004741
544      34725.611795
422       1715.820292
747      12190.668414
792      17359.845930
585      26301.585565
885      66454.455233
688     138379.484300
100      28211.652553
914      24585.325908
715      10192.937346
268      30014.038377
1304     53969.523510
1122     49616.087889
34       12625.889495
339       8633.537618
452        425.062343
118      38554.807308
285        769.900571
1449     13679.321741
618       5504.555540
1128     12299.368278
937       2059.534912
665        702.969366
420       5608.173173
739       9153.798542
745      30732.976860
1157     23470.261066
1392     13629.673746
467      11500.770004
1091      2408.358072
1028     16971.863671
429      46085.291810
647        568.413365
313      23010.493094
1377     17666.896904
303      31275.670459
576        286.974721
643      21604.360236
876       3353.273411
457      38034.055713
776      11142.390254
249      56559.871757
1045     35385.110952
48       65768.430190
933      13449.720638
555      21089.596572
460      32386.555637
1106     45292.832350
700      15577.207288
399      20724.223278
Name: Sale_Price, dtype: float64

mape_3=np.mean(aerror3/train_ytest)*100
mape_3

12.264836790858071

MSE_3=metrics.mean_squared_error(train_ytest,pred3)
MSE_3

1976828188.8332846